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{"name": "dictations-2026_01_20_112255 {"name": "dictations-2026_01_20_112255.pdf", "content_type": "application/octet-stream", "size": 85007, "data": {"patient_id": "b3e7cc30-1ba8-11f0-b706-c183bb9a9165"}, "collection_name": "file-2c76d58b-9b32-4cb8-9801-94f677be6493"}...
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{"status": "completed", "conte {"status": "completed", "content": "8500 Blackfoot Trl SE #250\nCalgary, AB, T2J 7E1\nTel: 4038797911 | Fax: 4038797899\nDate 01/20/26 Chart No: A4381909\nDr. Ted Mequanent\nFax: 4036481926\n\u00a0\nRE:\u00a0 \u00a0 Div Kash\nPHN:\u00a0 578788878\nDOB:\u00a0\u00a011 December 1998\n\u00a0\nDear Dr. Mequanent\n\u00a0\nProfile:\n1. \u00a0\nMedication List:\n1. \u00a0\nAllergies:\n\u00a0\n\u00a0\nMany thanks for your consideration.\n\u00a0\nSincerely yours,\nDr. Faisal Hasan, MD, MRCP (UK), MRCP (Diabetes and Endocrinology)\nEndocrinologist\nFH/\n\u00a0\n\u00a0\nDICTATED BUT NOT READ TO AVOID DELAY\n\u00a0\nA4381909\u00a0\u00a0\u00a0 Date: 20 January 2026\n\u00a0\nInformation contained in this communication may be confidential and is intended only for the use of the\nrecipient(s). If the reader of this message is not the intended recipient, you are hereby notified that any\ndissemination, distribution, or copying of this communication or any of its contents is strictly prohibited. If you\nreceived this communication in error, Please return it to the sender and contact Advanced Cardiology 403-235-\n4109.\n2.\n\u00a0\n20 January 2026\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 237431\n\u00a0\nDr.\nFax:\n\u00a0\nRE:\u00a0 \u00a0 Kishwar Azmi\nPHN / ULI: 578788878 Report Date: 01/20/2026Page 1 of 3 PHN:\u00a0 415397490\nDOB:\u00a0\u00a028 December 1967\n\u00a0\nDear Dr.\n\u00a0\nReason for referral:\n1. \u00a0\nHistory of Presenting Illness:\n\u00a0\nPast Medical History:\n1. \u00a0\nMedications:\n1. \u00a0\nFamily History:\n\u00a0\nSocial History:\n\u00a0\nAllergies:\n\u00a0\nPast Surgical History:\n\u00a0\nExamination:\nBlood pressure:\nHeight: cm.\nWeight: kg.\nBMI:\nCardiovascular Examination - normal heart sounds, no murmurs.\nRespiratory Examination - normal breath sounds, no added sounds.\nAbdominal Examination - soft, non-tender, no organomegaly.\nFeet Examination - bilateral normal pulses, normal 10g monofilament, normal vibration sense.\n\u00a0\nInvestigations:\n1. \u00a0\nAssessment and Plan:\n1. \u00a0\n\u00a0\nFollow Up:\n\u00a0\n\u00a0\nPlease do not hesitate to contact me if there are any queries.\u00a0\n\u00a0\nBest regards,\n\u00a0\nFaisal\n\u00a0\nPHN / ULI: 578788878 Report Date: 01/20/2026Page 2 of 3 Dr Faisal Hasan, MD,\u00a0MRCP (UK), MRCP (Diabetes and Endocrinology)\nEndocrinologist\nFH/pjd\u00a0\nInformation\u00a0contained\u00a0in\u00a0this\u00a0communication\u00a0may\u00a0be\u00a0confidential\u00a0and\u00a0is\u00a0intended\u00a0only\u00a0for\u00a0the\u00a0use\u00a0of\u00a0the\u00a0recipient(s).\u00a0If\u00a0the\u00a0reader\u00a0of\u00a0this\u00a0message\u00a0is\u00a0not\u00a0the\u00a0intended\u00a0recipient,\u00a0you\u00a0are\u00a0hereby\u00a0notified\u00a0that\u00a0any\u00a0dissemination,\u00a0distribution,\u00a0or\u00a0copying\u00a0of\u00a0this\u00a0communication\u00a0or\u00a0any\u00a0of\u00a0its\u00a0contents\u00a0is\u00a0strictly\u00a0prohibited.\u00a0If\u00a0you\u00a0received\u00a0this\u00a0communication\u00a0in\u00a0error,\u00a0Please\u00a0return\u00a0it\u00a0to\u00a0the\u00a0sender\u00a0and\u00a0contact\u00a0Advanced\u00a0Cardiology\u00a0403-\n235-4109.\n\u00a0\n\u00a0\n\u00a0\n\u00a0\nPage 3 of 3 PHN / ULI: 578788878 Report Date: 01/20/2026"}...
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{"name": "chart-1770380632714-mpi.pdf& {"name": "chart-1770380632714-mpi.pdf", "content_type": "application/octet-stream", "size": 93472, "data": {"patient_id": "b3e7cc30-1ba8-11f0-b706-c183bb9a9165"}, "collection_name": "file-2bec9572-f969-40d2-8e22-6e6bd7ac172c"}...
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{"status": "completed", "conte {"status": "completed", "content": "Advanced Cardiology Consultants & Diagnostic Inc\n#250 8500 Blackfoot Trail SE\nCalgary, AB, T2J7E1\nTel: 403-879-7911 | Fax 403-879-7899\nNUCLEAR MYOCARDIAL PERFUSION IMAGING STRESS STUDY\n2/6/2026 Chart No: A4381909\nRef. Dr.: Family Dr.:\nRE: Div Kash Supervising\nMD:\nPHN: 578788878 Technologist:Jada Hall\nDOB: 12/11/1998 Clinical History:Chest Pain\nECG Information Resting ECG:\nundefined Stress Test Information\nInterpretation by: undefined Stress Interpretation ECG:\nProtocol: Dipyridamole ECG Gating: No Dipyridamole Dose: undefined\nReason of Termination:\nMedication During Test: Aminophylline undefined mg,\nStage Heart Rate (bpm) Blood Pressure\nPre-Pharmacological Stress\n2 Min\n4 Min\n6 Min\n8 Min\nRecovery\nMPI Technique:\nundefined Mbq Tc-Tetrofosmin administered at rest.\nundefined Mbq Tc-Tetrofosmin administered post-pharmacological stress.\n(0.56 mg/kg infusion over 4 minutes, injection at 7 minutes)\nImage quality: undefined\nFindings:\nanteroseptal\napical\nbasal\nbasal to mid\nImpression:\nHigh probability of inducible ischemia\nHigh cardiac risk.\n1. Abnormal study.\n2. Myocardial Perfusion Imaging: Normal myocardial perfusion. LV ischemia %. LV scar %.\n3. LV function: Normal LV size, LVEF and wall motion/thickening.\nMPI Interpreting Physician: undefined Report Date: 2/6/2026\nPaPrinted by Super Admin, Feb 06, 2026 at 12:23:52 p.m."}...
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{"name": "letters-2025_09_17_145513_68 {"name": "letters-2025_09_17_145513_68cb203118b57_3444.pdf", "content_type": "application/octet-stream", "size": 19131, "data": {"patient_id": "b3e7cc30-1ba8-11f0-b706-c183bb9a9165"}, "collection_name": "file-2b12a342-13fe-4018-929f-761e17d773ac"}...
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{"status": "completed", "conte {"status": "completed", "content": "Advanced Cardiology Consultants & Diagnostic Inc\n#201 - 3151 27st NE\nCalgary, AB, TIYOB4\nTel: 403-235-4109 | Fax 403-235-4147\nNUCLEAR MYOCARDIAL PERFUSION IMAGING EXERCISE STRESS STUDY\nSeptember 17, 2025 Chart No: A43819\nRef. Dr.: Family Dr. :\nRE: Div Kash Supervising MD:\nPHN: 666777888 Technologist:\nDOB: 12 December, 2025 Clinical History:\nECG Information Resting ECG:\nExercise Stress Test Information\nInterpretation by: Stress Interpretation ECG:\nProtocol: Symptoms During Test: METS achieved:\nPeak HR: Peak HR % Achieved: Exercise Duration:\nReason of Termination:\nStage Heart Rate (bpm) Blood Pressure\nRest\n1\n2\n3\n4\n5\nRecovery\nMPI Technique:\nMbq of 99m Tc-Tetrofosmin was administered intravenously at rest and\nMbq of 99m Tc-Tetrofosmin was administered intravenously at peak stress following Exercise Myocardial Perfusion.\nMultiple gated tomographic emission images were obtained post stress and at rest. These images were reconstructing\ninto short axis, vertical long axis and horizontal long axis planes.\nImage quality:\nFindings:\nThere is normal myocardial perfusion. No fixed or reversible perfusion abnormalities are identified.\nThe left ventricle is normal in size. All left ventricular segments thicken and contract normally. The left ventricular ejection\nfraction is >50% post stress and >50% at rest. There is no visual evidence of TID.\nImpression:\nNormal myocardial perfusion and left ventricular systolic function.\nMPI Interpreting Physician: div Report Date: September 17, 2025\nInformation contained in this communication may be confidential and is intended only for the use of the recipient(s). If the reader of this message is not\nthe intended recipient, you are hereby notified that any dissemination, distribution, or copying of this communication or any of its contents is strictly\nprohibited. If you received this communication in error please return it to the sender and contact Advanced Cardiology on 403-235-4147 ."}...
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{"status": "completed", "conte {"status": "completed", "content": "Div Kash (A4381909) DOB: 12/11/1998 Age: 27\nDate: Jan 22, 2026 Chart Note:\nAddress and phone given to the patient\nBooked appointment for Pt.\nConfirmed appointment date & time with Pt. COVID-19 questionnaire done over phone.\nPrinted by Super Admin, 2026 at Jan 22, 2026 05:34:31 PM Page: 1"}...
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{"status": "completed", "conte {"status": "completed", "content": "52 Castelfall way NEasdasdasd\ncalgary, asdsadsad, t3j1m7\nTel:1234567876 Fax:1234345676\nChart Number : A43819\nAasman, Edward\nFax:\u00a0 \u00a0\n\u00a0\nRE:\u00a0Div Kash\nPHN:\u00a0666777888\nDOB:\u00a0\u00a02025-12-12\n\u00a0\u00a0\u00a0\nDear Aasman, Edward,\n\u00a0\u00a0\u00a0\n\u00a0\njbjnxj dwjeknf cexwn\n\u00a0\u00a0\u00a0\n\u00a0\nLorem Ipsum\u00a0is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's\nstandard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to\nmake a type specimen book. It has survived not only five centuries, but also the leap into electronic typesetting,\nremaining essentially unchanged. It was popularised ------- in the 1960s with the release of Letraset sheets\ncontaining Lorem Ipsum passages, and more recently with desktop........\n\u00a0\n\u00a0\npublishing software like Aldus <> PageMaker including versions of Lorem () Ipsum\n\u00a0\n\u00a0\nLorem Ipsum\u00a0is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's\nstandard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to\nmake a type specimen book. It has survived not only five centuries, but also the leap into electronic typesetting,\nremaining essentially unchanged. It was popularised ------- in the 1960s with the release of Letraset sheets\ncontaining Lorem Ipsum passages, and more recently with desktop........//////\nLorem Ipsum\u00a0is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the\nindustry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and\nscrambled it to make a type specimen book. It has survived not only five centuries, but also the leap into\nelectronic typesetting, remaining essentially unchanged. It was popularised in the 1960s with the release of\nLetraset sheets containing Lorem Ipsum passages, and more recently with desktop publishing software like Aldus\nPageMaker including versions of Lorem Ipsum\nLorem Ipsum\u00a0is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the\nindustry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and\nscrambled it to make a type specimen book. It has survived not only five centuries, but also the leap into\nelectronic typesetting, remaining essentially unchanged. It was popularised in the 1960s with the release of\nLetraset sheets containing Lorem Ipsum passages, and more recently with desktop publishing software like Aldus\nPageMaker including versions of Lorem Ipsum\n\u00a0\u00a0\n\u00a0\nName: Div Kash | PHN: 666777888 | DOB: 12 Dec, 2025\nPage 1 of 2 Yours Sincerely,\ntest\n\u00a0\nDictation\u00a0file:\u00a0Dr John Doe\u00a0\n\u00a0\nDICTATED\u00a0BUT\u00a0NOT\u00a0READ\u00a0TO\u00a0AVOID\u00a0DELAY\u00a0\n\u00a0\nInformation\u00a0contained\u00a0in\u00a0this\u00a0communication\u00a0may\u00a0be\u00a0confidential\u00a0and\u00a0is\u00a0intended\u00a0only\u00a0for\u00a0the\u00a0use\u00a0of\u00a0the\u00a0recipient(s).\u00a0If\u00a0the\u00a0reader\u00a0of\u00a0this\u00a0message\u00a0is\u00a0not\u00a0the\u00a0intended\u00a0recipient,\u00a0you\u00a0are\u00a0hereby\u00a0notified\u00a0that\u00a0any\u00a0dissemination,\u00a0distribution,\u00a0or\u00a0copying\u00a0of\u00a0this\u00a0communication\u00a0or\u00a0any\u00a0of\u00a0its\u00a0contents\u00a0is\u00a0strictly\u00a0prohibited.\u00a0If\u00a0you\u00a0received\u00a0this\u00a0communication\u00a0in\u00a0error,\u00a0Please\u00a0return\u00a0it\u00a0to\u00a0the\u00a0sender\u00a0and\u00a0contact\u00a0Advanced\u00a0Cardiology\u00a0403-\n235-4109.\ntest\nPage 2 of 2\nName: Div Kash | PHN: 666777888 | DOB: 12 Dec, 2025"}...
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{"name": "labs-6800afec-3acc-4aa5-9daf {"name": "labs-6800afec-3acc-4aa5-9daf-e656add9560a.pdf", "content_type": "application/octet-stream", "size": 490454, "data": {"patient_id": "b3e7cc30-1ba8-11f0-b706-c183bb9a9165"}, "collection_name": "file-2821a72e-5196-4a23-91a0-deae36f4de9a"}...
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{"status": "completed", "conte {"status": "completed", "content": "Scanning Label or Accession # (lab only)\nProvider(s)\n Patient\nCollection\nPHN\nExpiry: ________\nDate of Birth (dd-Mon-yyyy)\nLegal Last Name Legal First Name Middle Name\nAlternate Identifier Preferred Name o Male o Female\no Non-binary o Prefer not to disclose\nPhone\nAddress City/Town Prov Postal Code\nAuthorizing Provider Name (last, first, middle) Copy to Name (last, first, middle) Copy to Name (last, first, middle)\nAddress Phone Address Address\nCC Provider ID CC Submitter ID Legacy ID Phone Phone\nClinic Name Clinic Name Clinic Name\nDate (dd-Mon-yyyy) Time (24 hr) Location Collector ID\nHematology Specialty Requisition\nClient Response Centre 780-407-7484\nCH-0312(Rev2022-07)\nHIT\no Heparin-induced thrombocytopenia\nPrevious heparin exposure (past 3 months)?\no No o Yes \u2013 if Yes, indicate UNFH or\nspecific LMWH brand\n___\n__________________________\nStart Date _________\n___________\nStop Date ____________________\nThrombosis while on heparin? o \nNo o Yes\n4T score _____________________________\nSpecial Hematology\no Glucose-6-Phosphate Dehydrogenase Panel\no Fetomaternal Blood Quantification\nHemoglobinopathy / Malaria Investigation\no Hemoglobin F and S Quantitation\no Hemoglobinopathy investigation\n Ethnic origin ____\n______________\no Malaria\n Travel \nhistory _________________\nBlood Smear & Bone Marrow Aspirate\nExamination Required \no Smear for Consult Panel\no\nBone Marrow Exam Panel: aspiration/biopsy\n(pre-book at 780-407-7484 for UAH patients or\nthrough laboratory at other hospitals)\nOrder any required Microbiology testing on their separate \nrequisition\nComplete During Procedure\nSite o Left Iliac Crest o\n Right Iliac Crest\no Bilateral Iliac Crests\no Sternum\no Other (specify) _______________________\nPerformed by\n (name) _______________________\nTrephine biopsy length ________________________\nCytogenetics\no Karyotype\no FISH (specify) ___________________________\no Other (specify) ___________________________\nFlow Cytometry \u2013 Immunophenotyping\no Leukemia/Lymphoma Immunophenotyping\nOne or more Indication(s) below MUST be selected:\no Lymphoma / Lymphoproliferative \ndisorder\no Acute Leukemia\no Minimal Residual Disease\no Plasma Cell Neoplasia\no Pancytopenia (Bone Marrow ONLY)\no PNH panel\no B Cell Enumeration\no T-Cell Subsets CD3/CD4/CD8 Only\no Hereditary Spherocytosis\no Hereditary Spherocytosis with Osmotic Fragility\n(Pre-book at 780-407-7484)\nOther T\nests\nSPECIMEN\no Blood o Bone Marrow o Other (specify) ____________________________________________________________\nHIST\nORY\nHistory and object of examination:\nPertinent drug history:\no on Coumadin o on Heparin\no on other anticoagulants (specify)\n _______________________\no on G-CSF\nOther ____________________________\n____________________\nPhysical findings:\nSplenomegaly \u00a3 No \u00a3 \nYes _________________________________\nHepatomegaly \u00a3 No \u00a3 \nYes ________________________________\nLymphadenopathy \u00a3 \nNo \u00a3 \nYes ________________________________\nPregnant \u00a3 \nNo \u00a3 \nYes ________________________________\nOther _____________________________________________________\nRecent Transfusions _____________________________________________\n578788878\n1998-12-11\nKash\nDiv\n52 Castlefall Way NE\nCaglary\nChoose Province\nT3J1M7\nMequanent\nTed\n1"}...
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{"name": "chart-1768993359233-plain.pd {"name": "chart-1768993359233-plain.pdf", "content_type": "application/octet-stream", "size": 34567, "data": {"patient_id": "b3e7cc30-1ba8-11f0-b706-c183bb9a9165"}, "collection_name": "file-27ed9521-d329-4d09-a630-5f802aef3cf9"}...
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{"status": "completed", "conte {"status": "completed", "content": "Div Kash (A4381909) DOB: 12/11/1998 Age: 27\nDate: Jan 21, 2026 Chart Note:\nAddress and phone given to the patient\nBooked appointment for Pt.\nPrinted by Super Admin, 2026 at Jan 21, 2026 11:02:39 AM Page: 1"}...
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{"status": "completed", "conte {"status": "completed", "content": "52 Castelfall way NEasdasdasd\ncalgary, asdsadsad, t3j1m7\nTel:1234567876 Fax:1234345676\nChart Number : A43819\nAasman, Edward\nFax:\u00a0 \u00a0\n\u00a0\nRE:\u00a0Div Kash\nPHN:\u00a0666777888\nDOB:\u00a0\u00a02025-12-12\n\u00a0\u00a0\u00a0\nDear Aasman, Edward,\n\u00a0\u00a0\u00a0\n\u00a0\njbjnxj dwjeknf cexwn\n\u00a0\u00a0\u00a0\n\u00a0\nLorem Ipsum\u00a0is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's\nstandard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to\nmake a type specimen book. It has survived not only five centuries, but also the leap into electronic typesetting,\nremaining essentially unchanged. It was popularised ------- in the 1960s with the release of Letraset sheets\ncontaining Lorem Ipsum passages, and more recently with desktop........\n\u00a0\n\u00a0\npublishing software like Aldus <> PageMaker including versions of Lorem () Ipsum\n\u00a0\n\u00a0\nLorem Ipsum\u00a0is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's\nstandard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to\nmake a type specimen book. It has survived not only five centuries, but also the leap into electronic typesetting,\nremaining essentially unchanged. It was popularised ------- in the 1960s with the release of Letraset sheets\ncontaining Lorem Ipsum passages, and more recently with desktop........//////\nLorem Ipsum\u00a0is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the\nindustry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and\nscrambled it to make a type specimen book. It has survived not only five centuries, but also the leap into\nelectronic typesetting, remaining essentially unchanged. It was popularised in the 1960s with the release of\nLetraset sheets containing Lorem Ipsum passages, and more recently with desktop publishing software like Aldus\nPageMaker including versions of Lorem Ipsum\nLorem Ipsum\u00a0is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the\nindustry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and\nscrambled it to make a type specimen book. It has survived not only five centuries, but also the leap into\nelectronic typesetting, remaining essentially unchanged. It was popularised in the 1960s with the release of\nLetraset sheets containing Lorem Ipsum passages, and more recently with desktop publishing software like Aldus\nPageMaker including versions of Lorem Ipsum\n\u00a0\u00a0\n\u00a0\nName: Div Kash | PHN: 666777888 | DOB: 12 Dec, 2025\nPage 1 of 2 Yours Sincerely,\ntest\n\u00a0\nDictation\u00a0file:\u00a0Dr John Doe\u00a0\n\u00a0\nDICTATED\u00a0BUT\u00a0NOT\u00a0READ\u00a0TO\u00a0AVOID\u00a0DELAY\u00a0\n\u00a0\nInformation\u00a0contained\u00a0in\u00a0this\u00a0communication\u00a0may\u00a0be\u00a0confidential\u00a0and\u00a0is\u00a0intended\u00a0only\u00a0for\u00a0the\u00a0use\u00a0of\u00a0the\u00a0recipient(s).\u00a0If\u00a0the\u00a0reader\u00a0of\u00a0this\u00a0message\u00a0is\u00a0not\u00a0the\u00a0intended\u00a0recipient,\u00a0you\u00a0are\u00a0hereby\u00a0notified\u00a0that\u00a0any\u00a0dissemination,\u00a0distribution,\u00a0or\u00a0copying\u00a0of\u00a0this\u00a0communication\u00a0or\u00a0any\u00a0of\u00a0its\u00a0contents\u00a0is\u00a0strictly\u00a0prohibited.\u00a0If\u00a0you\u00a0received\u00a0this\u00a0communication\u00a0in\u00a0error,\u00a0Please\u00a0return\u00a0it\u00a0to\u00a0the\u00a0sender\u00a0and\u00a0contact\u00a0Advanced\u00a0Cardiology\u00a0403-\n235-4109.\ntest\nPage 2 of 2\nName: Div Kash | PHN: 666777888 | DOB: 12 Dec, 2025"}...
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labs-e5d49758-6b6e-4f87-a1cf-2c4e2430245c.pdf
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{"name": "labs-e5d49758-6b6e-4f87-a1cf {"name": "labs-e5d49758-6b6e-4f87-a1cf-2c4e2430245c.pdf", "content_type": "application/octet-stream", "size": 640549, "data": {"patient_id": "b3e7cc30-1ba8-11f0-b706-c183bb9a9165"}, "collection_name": "file-279e5f55-7f63-4404-93ab-690cfb847b4b"}...
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{"status": "completed", "conte {"status": "completed", "content": "ABATACEPT for Polyarticular Juvenile \nIdiopathic Arthritis \nSPECIAL AUTHORIZATION REQUEST FORM \nPlease complete all required sections to allow your request to be processed. Patients may or may not meet eligibility requirements as established \nby Alberta Government sponsored drug programs. \nPATIENT INFORMATION COVERAGE TYPE\nPATIENT LAST NAME FIRST NAME INITIAL\n Alberta Blue Cross \n Alberta Human Services \n Other\nDATE OF BIRTH: YYYY/MM/DD ALBERTA PERSONAL HEALTH NUMBER\nSTREET ADDRESS CITY PROV POSTAL CODE ID /CLIENT/COVERAGE N UMBER \nPRESCRIBER INFORMATION \nPRESCRIBER LAST NAME FIRST NAME INITIAL PRESCRIBER PROFESSIONAL ASSOCIATION REGISTRATION \n CPSA \n CARNA \n ACP \n ACO \n ADA+C \n Other \nREGISTRATION NUMBER \nSTREET ADDRESS \nPHONE FAX \nCITY, PROVINCE \nPOSTAL CODE FAX NUMBER MUST BE PROVIDED WITH EACH REQUEST SUBMITTED \nPlease provide the following information for ALL requests \nDiagnosis \n Polyarticular Juvenile Idiopathic Arthritis \n Other ( please specify) ______________________ \nCurrent weight (kg) Dosage \nDosing frequency \nPlease provide reason if a switch from a different biologic agent to abatacept is requested \nNote: Patients will not be permitted to switch back to a previously trialed biologic agent if they were deemed unresponsive to ther apy \nCurrent ACR Pedi 30 FLARE score (provide for ALL requests) \nACR Pedi 30 RESPONSE score at 16 to 20 weeks after first dose \nof previous abatacept treatment (provide for RETREATMENT \nrequests) \nDate of assessment___________________________ \n1. R\nheumatologist global 4. No. of joints\na\nssessment (0-10) ___________ w\nith LROM ___________ \n2. P\natient global 5. CHA\nQ (0-3) ___________\nassessment (0-10) ___________\n3. No\n. of active joints* ___________ 6. ESR (mm/hr) ____ ______\n or CRP ______________\n*joints with swelling not due to deformity or joints with limitation of motion with pain,\ntenderness or both\nDate of assessment___________________________ \n1. R\nheumatologist global 4. No. of joints\na\nssessment (0-10) ___________\nwith LROM ___________ \n2. P\natient global 5. CHA\nQ (0-3) ___________\nassessment (0-10) ___________\n3. N\no. of active joints* ___________ 6. ESR (mm/hr) _____ _____\n or CRP ______________\n*joints with swelling not due to deformity or joints with limitation of motion with pain,\ntenderness or both\nPlease provide the following information for ALL NEW requests \nPrevious medications utilized: Dose, duration and response is required \n DMARD(s) (please specify agents) \n Adalimumab\n Etanercept \n Tocilizumab \n Other (please specify agent) \nAdditional information relating to request (e.g. reasons why any of the above therapies were not tried) \nPRESCRIBER'S SIGNATURE DATE Please forward this request to \nAlberta Blue Cross, Clinical Drug Services \n10009 108 Street NW, Edmonton, Alberta T5J 3C5 \nFAX: 780 498-8384 in Edmonton \u2022 1-877-828-4106 toll free all other areas \nONCE YOUR REQUEST HAS SUCCESSFULLY TRANSMITTED, PLEASE DO NOT MAIL OR RE-FAX YOUR REQUEST \nThe information on this form is being collected and pursuant to sections 20, 21 and 22 of the Health Information Act, and sec tions 33 and 34 of the Freedom of Information and \nProtection of Privacy Act, for the purposes of determining or verifying eligibility to participate in a program or receive a benefit, product or health service. If you have any questions \nregarding the collection or use of this information, please contact an Alberta Blue Cross privacy matters representative toll -free at 1-855-498-7302 or write to Privacy Matters, \nAlberta Blue Cross, 10009 108 Street, Edmonton AB T5J 3C5. \n \u00ae*The Blue Cross symbol and name are registered marks of the Canadian Association of Blue Cross Plans, an association of independent Blue Cross plans. Licensed to ABC \nBenefits Corporation for use in operating the Alberta Blue Cross Plan. \u00ae\u2020 Blue Shield is a registered trade- mark of the Blue Cross Blue Shield Association. \nABC 60010 (2016/10) \nKash\nDiv\n1998-12-11\n578788878\nMequanent\n52 Castlefall Way NE\nCaglary\nT3J1M7\ncalgary\nT1Y6L4\n1\n4036481926\nChoose Province\nTed"}...
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{"status": "completed", "conte {"status": "completed", "content": "Laboratory information Centre: 403-770-3600 https://www.albertaprecisionlabs.ca \nREQ9042COL Rev. 1.02 \nCOLPOSCOPY PATHOLOGY REQUISITION Scanning Label or Accession # (lab only) \nPatient \nPHN \nExpiry: \nDate of Birth (dd-Mon-yyyy) \nLegal Last Name Legal First Name Middle Name \nAlternate Identifier Preferred Name Male Female Phone \n Non-binary Prefer not to disclose \nAddress City/Town Prov Postal Code \nProvider (s) Authorizing Provider Name (last, first, middle) Copy to Name (last, first, middle) Copy to Name (last, first, middle) \nAddress Phone Address Address \nCC Provider ID CC Submitter ID Legacy ID Phone Phone \nClinic Name Clinic Name Clinic Name \nCollection Date (dd-Mon-yyyy) Time (24 hr) Location Collector ID \nGYNECOLOGY HISTORY PRIOR TREATMENT FIRST COLPOSCOPY VISIT\n \nPREVIOUS PAP RESULT: _______________________________________ \nL\nNMP: __ __ __ __ / __ __ / __ __ Cycle: Every ___________ days \n Y Y Y Y M M D D \n \n __ __ __ __ / __ __ / __ __ \n Y Y Y Y M M D D \n\uf06f Cryotherapy\n\uf06f Chemotherapy\n\uf06f Laser \uf06f LEEP\n\uf06f XRT \uf06f Cone\n\uf06f Other _______________\n \n\uf06f YES \uf06f NO\n\uf06f Hysterectomy (No Cervix)\n\uf06f Immunocompromised\n\uf06f IUD\n\uf06f Pregnant _________ weeks\n \n\uf06f Post Partum ________ weeks\n\uf06f Breast feeding\n\uf06f Menopausal\n\uf06f OCP \uf06f HRT \n \nCOLPOSCOPIC IMPRESSION \n\uf06f NEGATIVE \uf06f HPV / LSIL \uf06f HSIL\n* Each specimen container must be labelled with the patient's full first and last name and the exact specimen site.\n \n\uf06f BIOPSY \uf0a1 Punch \uf0a1 Cone \uf0a1 Leep LAB USE ONLY \nGROSS DESCRIPTION: \nBiopsy consists of fragments measuring: mm greatest Location: _____ o'clock \uf06f Cervix \uf06f Vagina \uf06f Vulva \uf06f Other: __________ \n\uf06f BIOPSY \uf0a1 Punch \uf0a1 Cone LAB USE ONLY \nGROSS DESCRIPTION: \nBiopsy consists of fragments measuring: mm greatest Location: _____ o'clock \uf06f Cervix \uf06f Vagina \uf06f Vulva \uf06f Other: __________ \n\uf06f BIOPSY \uf0a1 Punch \uf0a1 Cone LAB USE ONLY \nGROSS DESCRIPTION: \nBiopsy consists of fragments measuring: mm greatest Location: _____ o'clock \uf06f Cervix \uf06f Vagina \uf06f Vulva \uf06f Other: __________ \n\uf06f BIOPSY \uf0a1 Punch \uf0a1 Cone LAB USE ONLY \nGROSS DESCRIPTION: \nBiopsy consists of fragments measuring: mm greatest Location: _____ o'clock \uf06f Cervix \uf06f Vagina \uf06f Vulva \uf06f Other: __________ \n\uf06f CURETTINGS \uf06f BIOPSY LAB USE ONLY \nGROSS DESCRIPTION: \n \nBiopsy consists of fragments measuring: mm greatest \uf06f Endocervix \uf06f Endometrium\n\uf06f CURETTINGS \uf06f BIOPSY LAB USE ONLY \nGROSS DESCRIPTION: \nBiopsy consists of fragments measuring: mm greatest \uf06f Endocervix \uf06f Endometrium\n578788878\n1998-12-11\nKash\nDiv\n\u25a0\n52 Castlefall Way NE\nCaglary\nChoose Province\nT3J1M7\nMequanent\nTed\n1"}...
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{"name": "dictations-2025_10_06_085424 {"name": "dictations-2025_10_06_085424.pdf", "content_type": "application/octet-stream", "size": 38397, "data": {"patient_id": "b3e7cc30-1ba8-11f0-b706-c183bb9a9165"}, "collection_name": "file-24c8c054-20df-4e76-863d-409d616c83f2"}...
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{"status": "completed", "conte {"status": "completed", "content": "52 Castelfall way NEasdasdasd\ncalgary, asdsadsad, t3j1m7\nTel:1234567876 Fax:1234345676\nChart Number : A43819\nAamir, Rabbiya\nFax:\u00a0 \u00a0\n\u00a0\nRE:\u00a0Div Kash\nPHN:\u00a0666777888\nDOB:\u00a0\u00a02025-12-12\n\u00a0\u00a0\u00a0\nDear Aamir, Rabbiya,\n\u00a0\u00a0\u00a0\n\u00a0\n\u00a0\n\u00a0\u00a0\u00a0\n\u00a0\nfrdrtyg uyhbuyhnu uyr6r67\ndecrdt\ngcvdyfb7yunhumio\nvtf67bgyngg7 ugyunigihui iuhiuhmuyhiu\u00a0\n\u00a0\u00a0\u00a0\n\u00a0\n\u00a0\nYours Sincerely,\ntest\n\u00a0\nDictation\u00a0file:\u00a0Dr John Doe\u00a0\n\u00a0\nDICTATED\u00a0BUT\u00a0NOT\u00a0READ\u00a0TO\u00a0AVOID\u00a0DELAY\u00a0\n\u00a0\nInformation\u00a0contained\u00a0in\u00a0this\u00a0communication\u00a0may\u00a0be\u00a0confidential\u00a0and\u00a0is\u00a0intended\u00a0only\u00a0for\u00a0the\u00a0use\u00a0of\u00a0the\u00a0recipient(s).\u00a0If\u00a0the\u00a0reader\u00a0of\u00a0this\u00a0message\u00a0is\u00a0not\u00a0the\u00a0intended\u00a0recipient,\u00a0you\u00a0are\u00a0hereby\u00a0notified\u00a0that\u00a0any\u00a0dissemination,\u00a0distribution,\u00a0or\u00a0copying\u00a0of\u00a0this\u00a0communication\u00a0or\u00a0any\u00a0of\u00a0its\u00a0contents\u00a0is\u00a0strictly\u00a0prohibited.\u00a0If\u00a0you\u00a0received\u00a0this\u00a0communication\u00a0in\u00a0error,\u00a0Please\u00a0return\u00a0it\u00a0to\u00a0the\u00a0sender\u00a0and\u00a0contact\u00a0Advanced\u00a0Cardiology\u00a0403-\n235-4109.\ntest\nPage 1 of 1\nName: Div Kash | PHN: 666777888 | DOB: 12 Dec, 2025"}...
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{"name": "labs-testCopy(1).pdf", & {"name": "labs-testCopy(1).pdf", "content_type": "application/octet-stream", "size": 182946, "data": {"patient_id": "b3e7cc30-1ba8-11f0-b706-c183bb9a9165"}, "collection_name": "file-24885e29-f883-4f7e-8044-aea54e72869b"}...
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labs-a30cff88-01f1-4cda-83f5-ef468c556402.pdf
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{"name": "labs-a30cff88-01f1-4cda-83f5 {"name": "labs-a30cff88-01f1-4cda-83f5-ef468c556402.pdf", "content_type": "application/octet-stream", "size": 640549, "data": {"patient_id": "b3e7cc30-1ba8-11f0-b706-c183bb9a9165"}, "collection_name": "file-24774d4a-4cd2-42fb-824e-668823994970"}...
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{"status": "completed", "conte {"status": "completed", "content": "ABATACEPT for Polyarticular Juvenile \nIdiopathic Arthritis \nSPECIAL AUTHORIZATION REQUEST FORM \nPlease complete all required sections to allow your request to be processed. Patients may or may not meet eligibility requirements as established \nby Alberta Government sponsored drug programs. \nPATIENT INFORMATION COVERAGE TYPE\nPATIENT LAST NAME FIRST NAME INITIAL\n Alberta Blue Cross \n Alberta Human Services \n Other\nDATE OF BIRTH: YYYY/MM/DD ALBERTA PERSONAL HEALTH NUMBER\nSTREET ADDRESS CITY PROV POSTAL CODE ID /CLIENT/COVERAGE N UMBER \nPRESCRIBER INFORMATION \nPRESCRIBER LAST NAME FIRST NAME INITIAL PRESCRIBER PROFESSIONAL ASSOCIATION REGISTRATION \n CPSA \n CARNA \n ACP \n ACO \n ADA+C \n Other \nREGISTRATION NUMBER \nSTREET ADDRESS \nPHONE FAX \nCITY, PROVINCE \nPOSTAL CODE FAX NUMBER MUST BE PROVIDED WITH EACH REQUEST SUBMITTED \nPlease provide the following information for ALL requests \nDiagnosis \n Polyarticular Juvenile Idiopathic Arthritis \n Other ( please specify) ______________________ \nCurrent weight (kg) Dosage \nDosing frequency \nPlease provide reason if a switch from a different biologic agent to abatacept is requested \nNote: Patients will not be permitted to switch back to a previously trialed biologic agent if they were deemed unresponsive to ther apy \nCurrent ACR Pedi 30 FLARE score (provide for ALL requests) \nACR Pedi 30 RESPONSE score at 16 to 20 weeks after first dose \nof previous abatacept treatment (provide for RETREATMENT \nrequests) \nDate of assessment___________________________ \n1. R\nheumatologist global 4. No. of joints\na\nssessment (0-10) ___________ w\nith LROM ___________ \n2. P\natient global 5. CHA\nQ (0-3) ___________\nassessment (0-10) ___________\n3. No\n. of active joints* ___________ 6. ESR (mm/hr) ____ ______\n or CRP ______________\n*joints with swelling not due to deformity or joints with limitation of motion with pain,\ntenderness or both\nDate of assessment___________________________ \n1. R\nheumatologist global 4. No. of joints\na\nssessment (0-10) ___________\nwith LROM ___________ \n2. P\natient global 5. CHA\nQ (0-3) ___________\nassessment (0-10) ___________\n3. N\no. of active joints* ___________ 6. ESR (mm/hr) _____ _____\n or CRP ______________\n*joints with swelling not due to deformity or joints with limitation of motion with pain,\ntenderness or both\nPlease provide the following information for ALL NEW requests \nPrevious medications utilized: Dose, duration and response is required \n DMARD(s) (please specify agents) \n Adalimumab\n Etanercept \n Tocilizumab \n Other (please specify agent) \nAdditional information relating to request (e.g. reasons why any of the above therapies were not tried) \nPRESCRIBER'S SIGNATURE DATE Please forward this request to \nAlberta Blue Cross, Clinical Drug Services \n10009 108 Street NW, Edmonton, Alberta T5J 3C5 \nFAX: 780 498-8384 in Edmonton \u2022 1-877-828-4106 toll free all other areas \nONCE YOUR REQUEST HAS SUCCESSFULLY TRANSMITTED, PLEASE DO NOT MAIL OR RE-FAX YOUR REQUEST \nThe information on this form is being collected and pursuant to sections 20, 21 and 22 of the Health Information Act, and sec tions 33 and 34 of the Freedom of Information and \nProtection of Privacy Act, for the purposes of determining or verifying eligibility to participate in a program or receive a benefit, product or health service. If you have any questions \nregarding the collection or use of this information, please contact an Alberta Blue Cross privacy matters representative toll -free at 1-855-498-7302 or write to Privacy Matters, \nAlberta Blue Cross, 10009 108 Street, Edmonton AB T5J 3C5. \n \u00ae*The Blue Cross symbol and name are registered marks of the Canadian Association of Blue Cross Plans, an association of independent Blue Cross plans. Licensed to ABC \nBenefits Corporation for use in operating the Alberta Blue Cross Plan. \u00ae\u2020 Blue Shield is a registered trade- mark of the Blue Cross Blue Shield Association. \nABC 60010 (2016/10) \nKash\nDiv\n1998-12-11\n578788878\nMequanent\n52 Castlefall Way NE\nCaglary\nT3J1M7\ncalgary\nT1Y6L4\n1\n4036481926\nChoose Province\nTed"}...
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{"name": "dictations-2025_12_29_120252 {"name": "dictations-2025_12_29_120252.pdf", "content_type": "application/octet-stream", "size": 80500, "data": {"patient_id": "b3e7cc30-1ba8-11f0-b706-c183bb9a9165"}, "collection_name": "file-24541f2f-6ad4-42ea-b00b-b76da6ed9023"}...
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{"status": "completed", "conte {"status": "completed", "content": "8500 Blackfoot Trl SE #250\nmpi-mm\nCalgary, AB, T2J 7E1\nTel: 4038797911 | Fax: 4038797899\nDate 12/29/25 Chart No: A43819\n23 December 2025\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 A43819\nDr. David White\nFax: 4032354147\nRe: Div Kash\nPHN: 666777888\nDOB: 11 December 1998\nGender : gentleman\nDear Dr. White\nI reviewed your patient today.\u00a0\nAs you know,\nALLERGIES:\nHe/She does not have any food or drug allergies.\nPAST MEDICAL HISTORY:\nHis/Her past medical history is significant for the following:\nCURRENT MEDICATION:\nHe/She is on the following medications:\n1. \u00a0\nPHYSICAL EXAMINATION:\nOn examination, he/she looks well. He/She weighs pounds/kg and is\u00a0 tall. His/Her body mass index is . His/Her\nbaseline blood pressure is 124/80 mmHg, pulse 64 bpm and regular Chest is clear. Normal heart sounds. No\ngallop rhythm or murmur.\nEXERCISE STRESS TEST:\nHe/She was stressed according to the Bruce protocol for about 9 minutes and 45 seconds, achieving 15 METs.\nHis/Her heart rate went up from a baseline of 94 to a maximum of 143, which represents 90% of his/her age-\npredicted heart rate. During stress and at peak exercise he/she had no dynamic ST-T changes. This is a negative\nexercise stress test.\u00a0\nINVESTIGATIONS:\nASSESSMENT AND PLAN:\nIn summary,\u00a0\nOnce again, thank you for giving us the chance to participate in the care of your patient.\u00a0\nYours sincerely,\nPHN / ULI: 666777888 Report Date: 12/29/2025Page 1 of 2 Ahmed Saeed Alghamdi M.B.,Ch.B. , FRECP(C) , FACP , FACC , FASE\nAA/pjd\n\u00a0\nDICTATED BUT NOT READ TO AVOID DELAY\n\u00a0\nInformation contained in this communication may be confidential and is intended only for the use of the\nrecipient(s). If the reader of this message is not the intended recipient, you are hereby notified that any\ndissemination, distribution, or copying of this communication or any of its contents is strictly prohibited. If you\nreceived this communication in error, Please return it to the sender and contact Advanced Cardiology 403-235-\n4109.\nPage 2 of 2 PHN / ULI: 666777888 Report Date: 12/29/2025"}...
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{"name": "dictations-2025_10_24_152203 {"name": "dictations-2025_10_24_152203.pdf", "content_type": "application/octet-stream", "size": 40222, "data": {"patient_id": "b3e7cc30-1ba8-11f0-b706-c183bb9a9165"}, "collection_name": "file-23dc5ea0-5f12-475f-8b4d-dd34acf66b9c"}...
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{"status": "completed", "conte {"status": "completed", "content": "52 Castelfall way NEasdasdasd\ncalgary, asdsadsad, t3j1m7\nTel:1234567876 Fax:1234345676\nChart Number : A43819\nAamir, Rabbiya\nFax:\u00a0 \u00a0\n\u00a0\nRE:\u00a0Div Kash\nPHN:\u00a0666777888\nDOB:\u00a0\u00a02025-12-12\n\u00a0\u00a0\u00a0\nDear Aamir, Rabbiya,\nI am wroking today\ntodya\u00a0\n\u00a0\ndfdvfyt v\n\u00a0\u00a0\u00a0DICTATED\u00a0BUT\u00a0NOT\u00a0RaeD\u00a0TO\u00a0AVOID\u00a0DELAY\u00a0\n\u00a0\nNo clubbing or cyanosis. No peripheral\u00a0edema\nCardiovascular examination- normal heart sounds, no murmurs\nRespiratory examination- normal breath sounds, no added sounds\nAbdominal examination- soft, non - tender, no organomegaly\nFeet examination- normal bilateral pulses, normal 10g monofilament test and vibration\n<p style=\"line-height: 25.2px;\">No clubbing or cyanosis. No peripheral <span class=\"scayt-misspell-\nword\" data-scayt-word=\"oedema\" data-wsc-lang=\"en_US\" data-wsc-\nid=\"men1eiut2kxcuz6ab\">edema</span><br>Cardiovascular examination- normal heart sounds, no\nmurmurs<br>Respiratory examination- normal breath sounds, no added sounds<br>Abdominal examination-\nsoft, non - tender, no organomegaly</p><p style=\"line-height: 25.2px;\">Feet examination- normal bilateral\npulses, normal 10g monofilament test and vibration</p>\n\u00a0\n\u00a0\n\u00a0\u00a0\u00a0\n\u00a0\n\u00a0\nYours Sincerely,\ntest\n\u00a0\nDictation\u00a0file:\u00a0Dr John Doe\u00a0\n\u00a0\nDICTATED\u00a0BUT\u00a0NOT\u00a0READ\u00a0TO\u00a0AVOID\u00a0DELAY\u00a0\n\u00a0\nName: Div Kash | PHN: 666777888 | DOB: 12 Dec, 2025\nPage 1 of 2 Information\u00a0contained\u00a0in\u00a0this\u00a0communication\u00a0may\u00a0be\u00a0confidential\u00a0and\u00a0is\u00a0intended\u00a0only\u00a0for\u00a0the\u00a0use\u00a0of\u00a0the\u00a0recipient(s).\u00a0If\u00a0the\u00a0reader\u00a0of\u00a0this\u00a0message\u00a0is\u00a0not\u00a0the\u00a0intended\u00a0recipient,\u00a0you\u00a0are\u00a0hereby\u00a0notified\u00a0that\u00a0any\u00a0dissemination,\u00a0distribution,\u00a0or\u00a0copying\u00a0of\u00a0this\u00a0communication\u00a0or\u00a0any\u00a0of\u00a0its\u00a0contents\u00a0is\u00a0strictly\u00a0prohibited.\u00a0If\u00a0you\u00a0received\u00a0this\u00a0communication\u00a0in\u00a0error,\u00a0Please\u00a0return\u00a0it\u00a0to\u00a0the\u00a0sender\u00a0and\u00a0contact\u00a0Advanced\u00a0Cardiology\u00a0403-\n235-4109.\nPage 2 of 2\nName: Div Kash | PHN: 666777888 | DOB: 12 Dec, 2025"}...
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{"status": "completed", "conte {"status": "completed", "content": "To cancel or rebook your appointment, please call Central Booking: Mon-Fri: 8AM-7PM, Sat: 9AM-4PM, Sun: Closed\nBreast Procedure Requisition\nCentral Booking\n780-669-2222\nToll Free\n1-866-771-9446\nName: Appointment Details:\nAddress: Date:\nInsurance: W.C.B. ( ) Other: Location:\nToll Free Fax\n1-855-930-1593\nFax\n780-930-1593\nPhone: FemaleMale Non-Binary Time:\nPhysician's Stamp\n& Practice ID\nURGENT FAX REPORT (until 4 pm, M-F)\nReferring Physician's Information\nAddress:\nName:\nDate:\nSignature:\nPhone: Fax: \nCopy To:\nPhone:\nFax:\nName:\nPregnant? Yes No LMP:\nRelevant History, Physical Findings, and Provisional Diagnosis\nDiagnostic Mammo\nL R Bilat\nBreast Ultrasound\nL R Bilat\nAxilla Ultrasound\nL R Bilat\nAxilla Biopsy: L R\nWire Localization (please specify if bracketing is requested)\nSite 1: L R\nSite 2: L R\nSite 3: L R\nFine Needle Aspiration CytopathologySend for: Microbiology\nSite 1: L R\nSite 2: L R\nSite 3: L R\nSentinel Node Injection: L R\nBreast Biopsy\nVAB\nVAB (Vacuum Assisted Biopsy) - Lendrum only\nVAB\nVAB\nSite 1: L R\nSite 2: L R\nSite 3: L R\n(Meadowlark and Sherwood Park only)\nIncomplete requisitions \nwill be returned\nPLEASE\nNOTE:\nDOB: \nMM/DD/YYYY\nREV 01/2022\n1998-12-11\n4036481926\n4036481926\n1\n1 ** ALL EXAMINATIONS ** \nFREE PARKING AT ALL SITES\nRemember to bring the Imaging Requisition plus your Health Care Card and photo ID. \nIf you are unable to keep your appointment, and need to reschedule, please phone the clinic directly. (There is no facility to look after small \nchildren). The following examinations are by appointment only. When making an appointment, please notify if patient is diabetic or pregnant.\nPlease phone 780-669-2222 to\nschedule your appointment\nFREE PARKING AT ALL SITES\nLendrum Women's Imaging\n10381 - 51 Avenue T6H 0K4 \nPh: 780-434-9171 | F: 780-436-5211\nMeadowlark\n200 Meadowlark Shopping Centre\n156 Street - 89 Avenue T5R 5W9 \nPh: 780-489-8430 | F: 780-481-6630\nSherwood Park\n136 Athabascan Avenue T8A 4E3 \nPh: 780-464-1515 | F: 780-464-1216\nLOCATIONS & SERVICES\nMammography\n- It is suggested that you wear a two-piece outfit so you may change into your robe more easily.\n- Do not use deodorant, talcum (body powder), or lotion/oil the day of your exam.\n- If you have significant premenstrual breast tenderness, you may reschedule your appointment.\n- We recommend avoiding caffeine intake for 2 days prior to your mammogram to decrease discomfort during your exam.\nBreast Biopsy\n- It is suggested that you wear a two-piece outfit so you may change into your robe more easily.\n- Do not use deodorant, talcum (body powder), or lotion/oil the day of your procedure.\n- We recommended that you eat breakfast or lunch before coming for your procedure.\n- Expect to be at our clinic for approximately 60-90 minutes.\n- Notify the clinic of any drug or latex allergies before your procedure.\n- No heavy lifting or strenuous activity for 48 hours after your procedure.\n- Vacuum assisted biopsy only: If you are on blood thinners, we recommend that you check with your family\nphysician about discontinuing your blood thinners prior to your procedure.\nServices\n\u2022 Breast wire localizations\n\u2022 Breast and axilla ultrasound guided biopsies\n\u2022 Fine needle breast and axilla aspirations\n\u2022 Sentinel node injections\nServices\nServices\n\u2022 Sentinel node injections\nPATIENT PREPARATION INSTRUCTIONS:\nGateway Blvd.\n99 St\nCalgary Trail NW\n106 St\n51 Ave NW\nWhitemud Dr NWWhitemud Dr NW\nBroadmoor Blvd.Broadmoor Blvd.\nChippewa Rd.\nAnthony Henday Dr.\nBaseline Road\nMain Blvd.Blackfoot Rd.\n\u2022 Breast wire localizations\n\u2022 Breast and axilla ultrasound guided biopsies\n\u2022 Stereotactic guided biopsies\n\u2022 Vacuum assisted biopsies\n\u2022 Fine needle breast and axilla aspirations"}...
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{"name": "labs-26fccad7-0e49-4158-9390 {"name": "labs-26fccad7-0e49-4158-9390-9e5ab094d189.pdf", "content_type": "application/octet-stream", "size": 421055, "data": {"patient_id": "b3e7cc30-1ba8-11f0-b706-c183bb9a9165"}, "collection_name": "file-222a61ed-a443-4427-b74b-3e5b751e7eb8"}...
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{"status": "completed", "conte {"status": "completed", "content": "22071(2023-07)\n18637 (2021-10)\nScanning Label or Accession # (lab only)\nProvider(s)\n Patient\nCollection\nPHN\nExpiry: ________\nDate of Birth (dd-Mon-yyyy)\nLegal Last Name Legal First Name Middle Name\nAlternate Identifier Preferred Name o Male o Female\no Non-binary o Prefer not to disclose\nPhone\nAddress City/Town Prov Postal Code\nAuthorizing Provider Name (last, first, middle) Copy to Name (last, first, middle) Copy to Name (last, first, middle)\nAddress Phone Address Address\nCC Provider ID CC Submitter ID Legacy ID Phone Phone\nClinic Name Clinic Name Clinic Name\nDate (dd-Mon-yyyy) Time (24 hr) Location Collector ID\nFor detailed testing information, refer to \nAPL Test Directory (http://ahsweb.ca/lab/apl-td-lab-test-directory)\nAntiphospholipid Syndrome Investigation\nRequisition\nTest(s) \nRequested\nPlease use this requisition only for Lupus anticoagulant / Antiphospholipid Syndrome Investigation. If other\nspecial coagulation testing is required please use the appropriate Hemostasis or Thrombosis Investigations\nrequisition.\nIs the patient currently on any anticoagulants?\n (Select all that apply)\n\uf06f None \uf06f Heparin (unfractionated or low-molecular) \uf06f Vitamin K Antagonist (eg. warfarin)\n\uf06f Other (eg. apixaban, rivaroxaban, fondaparinux, dabigatran, etc) ____________________________________________________\nReason for testing: (select all that apply)\n\uf06f Thromboembolism\n\uf06f Autoimmune Disorder\n\uf06f Fertility Investigation\n\uf06f Pregnancy Loss\n\uf06f Prolonged PTT\n\uf06f Other ________________________________________________________________________________\n\uf06f Lupus Anticoagulant\n\uf06fAnti-cardiolipin Antibody\n\uf06fAnti-beta-2-glycoprotein Antibody\nAnswer all questions\n578788878\n1998-12-11\nKash\nDiv\n52 Castlefall Way NE\nCaglary\nChoose Province\nT3J1M7\nMequanent\nTed\n1"}...
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{"name": "dictations-2025_12_16_032437 {"name": "dictations-2025_12_16_032437.pdf", "content_type": "application/octet-stream", "size": 81718, "data": {"patient_id": "b3e7cc30-1ba8-11f0-b706-c183bb9a9165"}, "collection_name": "file-21d124f2-1f17-4893-8799-0b55d5fed6b9"}...
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{"status": "completed", "conte {"status": "completed", "content": "52 Castelfall way NEasdasdasd\ncalgary, asdsadsad, t3j1m7\nTel: 1234567876 | Fax: 1234345676\nChart Number : A43819\nAaron, Stephen\nFax: 5345435435345345435\n\u00a0\nRE: Div Kash\nPHN: 666777888\nDOB: 1998-12-12\n\u00a0\nDear Aaron, Stephen,\n\u00a0\n\u00a0\n\u00a0\nLorem Ipsum\u00a0is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the\nindustry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and\nscrambled it to make a type specimen book. It has survived not only five centuries, but also the leap into\nelectronic typesetting, remaining essentially unchanged. It was popularised in the 1960s with the release of\nLetraset sheets containing Lorem Ipsum passages, and more recently with desktop publishing software like Aldus\nPageMaker including versions of Lorem Ipsum.\nWhy do we use it?\nIt is a long established fact that a reader will be distracted by the readable content of a page when looking at its\nlayout. The point of using Lorem Ipsum is that it has a more-or-less normal distribution of letters, as opposed to\nusing 'Content here, content here', making it look like readable English. Many desktop publishing packages and\nweb page editors now use Lorem Ipsum as their default model text, and a search for 'lorem ipsum' will uncover\nmany web sites still in their infancy. Various versions have evolved over the years, sometimes by accident,\nsometimes on purpose (injected humour and the like).\n\u00a0\nWhere does it come from?\nContrary to popular belief, Lorem Ipsum is not simply random text. It has roots in a piece of classical Latin\nliterature from 45 BC, making it over 2000 years old. Richard McClintock, a Latin professor at Hampden-Sydney\nCollege in Virginia, looked up one of the more obscure Latin words, consectetur, from a Lorem Ipsum passage,\nand going through the cites of the word in classical literature, discovered the undoubtable source. Lorem Ipsum\ncomes from sections 1.10.32 and 1.10.33 of \"de Finibus Bonorum et Malorum\" (The Extremes of Good and Evil)\nby Cicero, written in 45 BC. This book is a treatise on the theory of ethics, very popular during the Renaissance.\nThe first line of Lorem Ipsum, \"Lorem ipsum dolor sit amet..\", comes from a line in section 1.10.32.\nThe standard chunk of Lorem Ipsum used since the 1500s is reproduced below for those interested. Sections\n1.10.32 and 1.10.33 from \"de Finibus Bonorum et Malorum\" by Cicero are also reproduced in their exact original\nform, accompanied by English versions from the 1914 translation by H. Rackham.\n\u00a0\n\u00a0\nName: Div Kash | PHN: 666777888 | DOB: 12 Dec, 1998\nPage 1 of 2 Yours Sincerely,\n\u00a0\n\u00a0\nDictation file: Super Admin\n\u00a0\nDICTATED BUT NOT READ TO AVOID DELAY\n\u00a0\nInformation contained in this communication may be confidential and is intended only for the use of the recipient(s). If the\nreader of this message is not the intended recipient, you are hereby notified that any dissemination, distribution, or\ncopying of this communication or any of its contents is strictly prohibited. If you received this communication in error,\nPlease return it to the sender and contact Advanced Cardiology 403-235-4109.\ntest\nPage 2 of 2\nName: Div Kash | PHN: 666777888 | DOB: 12 Dec, 1998"}...
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{"status": "completed", "conte {"status": "completed", "content": "52 Castelfall way NEasdasdasd\na\ncalgary, asdsadsad, t3j1m7\nTel: 1234567876 | Fax: 1234345676\nDate 12/29/25 Chart No: A43819\nDavid White\nSAIT\nFax: 4032354147\n\u00a0\nRE: Div Kash\nPHN: 666777888\nDOB: 1998-12-11\nGender: MALE\n\u00a0\nDear Dr. White,\n\u00a0\n\u00a0\n\u00a0\n\u00a0\n\u00a0\n\u00a0\n\u00a0\n\u00a0\n\u00a0\nYours Sincerely,\n\u00a0\n\u00a0\nDictation file: Super Admin\n\u00a0\nDICTATED BUT NOT READ TO AVOID DELAY\n\u00a0\nInformation contained in this communication may be confidential and is intended only for the use of the recipient(s). If the\nreader of this message is not the intended recipient, you are hereby notified that any dissemination, distribution, or\ncopying of this communication or any of its contents is strictly prohibited. If you received this communication in error,\nPlease return it to the sender and contact Advanced Cardiology 403-235-4109.\nPage 1 of 1\nPHN / ULI: 666777888 Report Date: 12/29/2025"}...
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{"name": "dictations-2025_10_30_112536 {"name": "dictations-2025_10_30_112536.pdf", "content_type": "application/octet-stream", "size": 52074, "data": {"patient_id": "b3e7cc30-1ba8-11f0-b706-c183bb9a9165"}, "collection_name": "file-1eb1b206-a403-4d70-85fd-e436e7d4bd59"}...
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{"status": "completed", "conte {"status": "completed", "content": "52 Castelfall way NEasdasdasd\ncalgary, asdsadsad, t3j1m7\nTel:1234567876 Fax:1234345676\n30 October 2025\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0\nA43819\n\u00a0\nDr.Aasman, Edward\n\u00a0\nFax:\n\u00a0\nRE:\u00a0 \u00a0 Div Kash\nPHN: 666777888\nDOB:\u00a012 December 2025\n\u00a0\nDear Dr.Aasman, Edward,\n\u00a0\n\u00a0\nThank you very much for allowing me to participate in Div's care.\nsadbb cvmkfnvkfgnb fkrngkr\n\u00a0\n\u00a0\nMany thanks for your consideration.\n\u00a0\nSincerely yours,\nAli Debek, MD FCCP\nInternal Medicine\nAD/\nDictation: Debek\n\u00a0\nDICTATED BUT NOT READ TO AVOID DELAY\n\u00a0\nA43819\u00a0\u00a0\u00a0 Date: 30 October 2025\n\u00a0\n\u00a0\nInformation contained in this communication may be confidential and is intended only for the use of the\nrecipient(s). If the reader of this message is not the intended recipient, you are hereby notified that any\ndissemination, distribution, or copying of this communication or any of its contents is strictly prohibited. If you\nreceived this communication in error, Please return it to the sender and contact Advanced Cardiology 403-235-\n4109.\nPage 1 of 1\nName: Div Kash | PHN: 666777888 | DOB: 12 Dec, 2025"}...
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{"status": "completed", "conte {"status": "completed", "content": "52 Castelfall way NEasdasdasd\ncalgary, asdsadsad, t3j1m7\nTel: 1234567876 | Fax: 1234345676\nDate 01/20/26 Chart No: A4381909\n\u00a0\n\u00a0\nDr. Ted Mequanent\nFax: 4036481926\n\u00a0\nRE:\u00a0 \u00a0 Div Kash\nPHN:\u00a0 578788878\nDOB:\u00a0\u00a011 December 1998\n\u00a0\nDear Dr. Mequanent\n\u00a0\nReason for referral:\n1. \u00a0\nHistory of Presenting Illness:\n\u00a0\nPast Medical History:\n1. \u00a0\nMedications:\n1. \u00a0\nFamily History:\n\u00a0\nSocial History:\n\u00a0\nAllergies:\n\u00a0\nPast Surgical History:\n\u00a0\nExamination:\nBlood pressure:\nHeight: cm.\nWeight: kg.\nBMI:\nCardiovascular Examination - normal heart sounds, no murmurs.\nRespiratory Examination - normal breath sounds, no added sounds.\nAbdominal Examination - soft, non-tender, no organomegaly.\nFeet Examination - bilateral normal pulses, normal 10g monofilament, normal vibration sense.\n\u00a0\nInvestigations:\n1. \u00a0\nPHN / ULI: 578788878 Report Date: 01/20/2026Page 1 of 2 Assessment and Plan:\n1. \u00a0\n\u00a0\nFollow Up:\n\u00a0\n\u00a0\nPlease do not hesitate to contact me if there are any queries.\u00a0\n\u00a0\nBest regards,\n\u00a0\nFaisal\n\u00a0\nDr Faisal Hasan, MD,\u00a0MRCP (UK), MRCP (Diabetes and Endocrinology)\nEndocrinologist\nFH/pjd\u00a0\nInformation\u00a0contained\u00a0in\u00a0this\u00a0communication\u00a0may\u00a0be\u00a0confidential\u00a0and\u00a0is\u00a0intended\u00a0only\u00a0for\u00a0the\u00a0use\u00a0of\u00a0the\u00a0recipient(s).\u00a0If\u00a0the\u00a0reader\u00a0of\u00a0this\u00a0message\u00a0is\u00a0not\u00a0the\u00a0intended\u00a0recipient,\u00a0you\u00a0are\u00a0hereby\u00a0notified\u00a0that\u00a0any\u00a0dissemination,\u00a0distribution,\u00a0or\u00a0copying\u00a0of\u00a0this\u00a0communication\u00a0or\u00a0any\u00a0of\u00a0its\u00a0contents\u00a0is\u00a0strictly\u00a0prohibited.\u00a0If\u00a0you\u00a0received\u00a0this\u00a0communication\u00a0in\u00a0error,\u00a0Please\u00a0return\u00a0it\u00a0to\u00a0the\u00a0sender\u00a0and\u00a0contact\u00a0Advanced\u00a0Cardiology\u00a0403-\n235-4109.\n\u00a0\n\u00a0\n\u00a0\n\u00a0\n\u00a0\nPage 2 of 2 PHN / ULI: 578788878 Report Date: 01/20/2026"}...
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{"status": "completed", "conte {"status": "completed", "content": "Advanced Cardiology Consultants & Diagnostic Inc\n#250 8500 Blackfoot Trail SE\nCalgary, AB, T2J7E1\nTel: 403-879-7911 | Fax 403-879-7899\nNUCLEAR MYOCARDIAL PERFUSION IMAGING EXERCISE STRESS STUDY\nDecember 02, 2025 Chart No: A43819\nRef. Dr.:Don Family Dr. : Anna(Libby) Morrison\nFax : 4032470014\nRE: Div Kash Supervising MD: Kabhi khushi kabhi gham\nPHN: 666777888 Technologist: Michelle Mitschke\nMaya EI-Bittar\nDOB: 12 December, 2025 Clinical History: Sultan\nECG Information Resting ECG: Khiladi\nExercise Stress Test Information\nInterpretation by: Kabhi khushi kabhi\ngham\nStress Interpretation ECG: - Horizontal ST changes in the Anterolateral\nLead\n- Horizontal ST changes in the Inferior Lead\n- Horizontal ST changes in the Lateral Lead\n- LBBB\n- Horizontal ST changes in the Lateral Lead\n- Negative\nProtocol: Dipyridamole\nBruce\nSymptoms During\nTest:\nKhiladi\n2 METS achieved: test\nPeak HR: jhsdjhd Peak HR % Achieved: Exercise Duration:\nReason of Termination: jhwjh\nStage Heart Rate (bpm) Blood Pressure\nRest hkg 33/33\n1 Singh is King 135/80\n2 njnj 77/88\n3 kj 77/88\n4 jhih 77/88\n5 Dhoni 77/88\nRecovery ihihi\nMPI Technique:\nlkjj Mbq of 99m Tc-Tetrofosmin was administered intravenously at rest and\niji Mbq of 99m Tc-Tetrofosmin was administered intravenously at peak stress following Exercise Myocardial Perfusion.\nMultiple gated tomographic emission images were obtained post stress and at rest. These images were reconstructing\ninto short axis, vertical long axis and horizontal long axis planes.\nImage quality: Great\nFindings:\n- The left ventricle is normal in size. All left ventricular segments thicken and contract normally.\n- The left ventricle is normal in size. All let ventricular segments thicken and contract normally. The left ventricular\nejection fraction is _% post stress and _ % at rest.\n- The left ventricular ejection fraction is >60% post stress and >60% at rest.\n- The left ventricular ejection fraction is __________% post stress and __________% at rest\nImpression:\nNormal myocardial perfusion and left ventricular systolic function.\n- High probability of inducible ischemia.\n- Impression\n- Intermediate cardiac risk.\n- Intermediate probability of inducible ischemia\n- Intermediate probability of inducible ischemia\n- Low cardiac risk\nMPI Interpreting Physician: Dr.Div Report Date: December 02, 2025\nInformation contained in this communication may be confidential and is intended only for the use of the recipient(s). If the reader of this message is not\nthe intended recipient, you are hereby notified that any dissemination, distribution, or copying of this communication or any of its contents is strictly\nprohibited. If you received this communication in error please return it to the sender and contact Advanced Cardiology on 403-8797899 ."}...
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{"status": "completed", "conte {"status": "completed", "content": "Logo\nAdvanced Cardiology Consultants & Diagnostic Inc\n#250 8500 Blackfoot Trail SE\nCalgary, AB, T2J7E1\nTel: 403-879-7911 | Fax 403-879-7899\nDictation Letter\nDate: 1/6/2026 Chart No: A4381909\nPatient: Div Kash\nPhysician:\nSubject: Appointment Booking Confirmation MM\nInformation contained in this communication may be confidential and is intended only for the use of the recipient(s)..."}...
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{"status": "completed", "conte {"status": "completed", "content": "52 Castelfall way NEasdasdasd\ncalgary, asdsadsad, t3j1m7\nTel: 1234567876 | Fax: 1234345676\nChart Number : A43819\nAaron, Stephen\nFax: 5345435435345345435\n\u00a0\nRE: Div Kash\nPHN: 666777888\nDOB: 12/12/1998\n\u00a0\nDear Aaron, Stephen,\n\u00a0\n\u00a0\nasdbjsnamkw msklc\n\u00a0\n\u00a0\n\u00a0\n\u00a0\n\u00a0\n\u00a0\nYours Sincerely,\n\u00a0\n\u00a0\nDictation file: Super Admin\n\u00a0\nDICTATED BUT NOT READ TO AVOID DELAY\n\u00a0\nInformation contained in this communication may be confidential and is intended only for the use of the recipient(s). If the\nreader of this message is not the intended recipient, you are hereby notified that any dissemination, distribution, or\ncopying of this communication or any of its contents is strictly prohibited. If you received this communication in error,\nPlease return it to the sender and contact Advanced Cardiology 403-235-4109.\ntest\nPage 1 of 1 PHN / ULI: 666777888 Report Date: 12/17/2025"}...
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{"status": "completed", "conte {"status": "completed", "content": "Logo\nAdvanced Cardiology Consultants & Diagnostic Inc\n#250 8500 Blackfoot Trail SE\nCalgary, AB, T2J7E1\nTel: 403-879-7911 | Fax 403-879-7899\nDictation Letter\nDate: 1/21/2026 Chart No: A4381909\nPatient: Div Kash\nPhysician:\nSubject: Appointment date change\nInformation contained in this communication may be confidential and is intended only for the use of the recipient(s)..."}...
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{"status": "completed", "conte {"status": "completed", "content": "Advanced Cardiology Consultants & Diagnostic Inc\n#250 8500 Blackfoot Trail SE\nCalgary, AB, T2J7E1\nTel: 403-879-7911 | Fax 403-879-7899\nNUCLEAR MYOCARDIAL PERFUSION IMAGING STRESS STUDY\n1/21/2026 Chart No: A4381909\nRef. Dr.: Family Dr.:\nRE: Div Kash Supervising\nMD:\nPHN: 578788878 Technologist:\nDOB: 12/11/1998 Clinical History:Chest pain\nECG Information Resting ECG:\nundefined Stress Test Information\nInterpretation by: undefined Stress Interpretation ECG:\nProtocol: ECG Gating: No Dipyridamole Dose: undefined\nReason of Termination:\nMedication During Test: Aminophylline undefined mg,\nStage Heart Rate (bpm) Blood Pressure\nPre-Pharmacological Stress\n2 Min\n4 Min\n6 Min\n8 Min\nRecovery\nMPI Technique:\nundefined Mbq Tc-Tetrofosmin administered at rest.\nundefined Mbq Tc-Tetrofosmin administered post-pharmacological stress.\n(0.56 mg/kg infusion over 4 minutes, injection at 7 minutes)\nImage quality: undefined\nFindings:\nNormal myocardial perfusion. No fixed or reversible perfusion abnormalities.\nImpression:\nNormal systolic function.\nMPI Interpreting Physician: undefined Report Date: 1/21/2026\nPaPrinted by Super Admin, Jan 21, 2026 at 08:10:24 a.m."}...
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{"name": "labs-1762968153-form-flatten {"name": "labs-1762968153-form-flattened-2025-11-12t17-22-32-115z.pdf", "content_type": "application/octet-stream", "size": 1950193, "data": {"patient_id": "b3e7cc30-1ba8-11f0-b706-c183bb9a9165"}, "collection_name": "file-173371aa-19c2-494f-be28-2016863a83ec"}...
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{"status": "completed", "conte {"status": "completed", "content": "Please fax recent lab\n invesgaons, including Lipids,\nECG and Medica on List.\n \nDate:_________________________________________\nPhysician name:_________________________________\nPhysician address:_______________________________\nPhysician number:_______________________________\nPhysician signature:______________________________\nConsidered a valid prescripon when signed by a physician\nCopies to:_____________________________________ _\n250, 8500 Blackfoot Trail SE\nCalgary, AB T1Y 0B4\nT 403.879.7911\nF 403.879.7899\n201, 3151 27thStreet NE \nCalgary, AB T1Y 0B4\nT 403.235.4109 \nF 403.235.4147\nInternal Medicine\nEndocrinology\n\u2751Geriatric Medicine\nPaent Informaon Referring Physician\nConsultaon Requested:\n\u2751Cardiology\n\u2751\n\u2751\nMD, FCCP Internal Medicine\nMD, FACP Internal Medicine\nMD, FRCPC Cardiologist\nDr. Ravi Varshney\nDr. Lovpreet Mangat\nMD, FRCPC Internal Medicine\nDr. Faisal Hasan\nMD, MRCP Endocrinologist\n\u2751\n\u2751\n\u2751\nDr. Anmol Kapoor\nMD FRCPC Cardiologist\nDr. Alvin Villanueva\nDr. Ali Debek\n\u2751\n\u2751\n\u2751\nConsult\nUrgent (within 2 weeks) Semi-Urgent (more than 2 weeks) Phone Consult \u2013 Call 403.235.4109 to request\u2751 \u2751\u2751 \u2751ASAP\nPaent Like hood of CAD:\n \n(Plaque presence, caro d inmal medial thickness)\n) \nStroke / TIA\nFollow-up of known carod stenosis\nfollow-up\nPCOS\nHypo / Hyper Thyroid\nHirsusm/Amenorrhoea\nAdrenal Disorder\nAbnormal ECG\nPost PCI\nAbnormal Treadmill Stress Test\nMurmur\nShortness of breath\nHypertension / Le ventricular Hypertrophy\nPulmonary HypertensionIntermediate High\nCardiac Diagnosc Examinaon\nMyocardial Perfusion Imaging\n(MPI\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\nExercise MPI\u2751\n\u2751Pharmacological MPI\nDoes Your Paent Have:\nMedicaon:\nCAD / CHF\nF/U Known Stable CAD\nFunconal Significance Coronary Stenosis\nChest Pain\nPalpitaons / Arrhythmias \n(suspected/known history of arrhythmia)\nEdema / PND / Orthopnea\nCardiovascular risk assessment\nSyncope / Presyncope / Vergo / Dizziness\nCarod Bruit\nPost-surgical angiographic intervenon \nLow Testosterone\nYoung Type 2 Diabetes\nPituitary Disorder\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n Please Check all that apply:Indicaons:\n(Includes Cardiology Consult)\n\u2751\n\u2751 Diabetes Type 2/Complex\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\nBubble Echocardiogram\n(Includes Cardiology consult)\nEchocardiogram \nCarod ultrasound\nExercise Stress Test\n(Includes Cardiology Consult)\n24 Hour Holter Monitor\n\u275148 Hour Holter Monitor\n5 day Holter Monitor\n\u2751ECG \u2013 Electrocardiogram\n24 hour BP Monitor\n\u2751ABI (Ankle Brachial Index)\n\u2751\nLow\n.\nwww.advancedcardiology.caPlease fax completed form - we will call the paent to book\nClinical Notes:\n \nHeight___cm/in Weight___lb/kg \nYes No\nNo\nNo\nNo\nNo\nYes\nYes\nYes\nYes\nDiabetes\nAsthma\nPacemaker\nICD\nCABG\nUrgency\nReferral\n\u2751Stress Echocardiogram\n(Includes Cardiology Consult)\nMALE FEMALE\n\u25a0\n\u25a0\n\u25a0\nRavi Varshney\n3151 27 St NE #201, Calgary, T1Y 0B4, AB\n(403) 235-4109\nDiv Kash\n666777888\n52 Castlefall Way NE, Caglary, T3J1M7, AB\n15879987876\n\u25a0\n12-Dec-2025\n12-Nov-2025"}...
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{"name": "labs-31d96f29-bb34-4efe-8391 {"name": "labs-31d96f29-bb34-4efe-8391-6f2a16cede85.pdf", "content_type": "application/octet-stream", "size": 640563, "data": {"patient_id": "b3e7cc30-1ba8-11f0-b706-c183bb9a9165"}, "collection_name": "file-154c1ccd-1441-43b2-8aa9-277a60fd2c67"}...
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{"status": "completed", "conte {"status": "completed", "content": "ABATACEPT for Polyarticular Juvenile \nIdiopathic Arthritis \nSPECIAL AUTHORIZATION REQUEST FORM \nPlease complete all required sections to allow your request to be processed. Patients may or may not meet eligibility requirements as established \nby Alberta Government sponsored drug programs. \nPATIENT INFORMATION COVERAGE TYPE\nPATIENT LAST NAME FIRST NAME INITIAL\n Alberta Blue Cross \n Alberta Human Services \n Other\nDATE OF BIRTH: YYYY/MM/DD ALBERTA PERSONAL HEALTH NUMBER\nSTREET ADDRESS CITY PROV POSTAL CODE ID /CLIENT/COVERAGE N UMBER \nPRESCRIBER INFORMATION \nPRESCRIBER LAST NAME FIRST NAME INITIAL PRESCRIBER PROFESSIONAL ASSOCIATION REGISTRATION \n CPSA \n CARNA \n ACP \n ACO \n ADA+C \n Other \nREGISTRATION NUMBER \nSTREET ADDRESS \nPHONE FAX \nCITY, PROVINCE \nPOSTAL CODE FAX NUMBER MUST BE PROVIDED WITH EACH REQUEST SUBMITTED \nPlease provide the following information for ALL requests \nDiagnosis \n Polyarticular Juvenile Idiopathic Arthritis \n Other ( please specify) ______________________ \nCurrent weight (kg) Dosage \nDosing frequency \nPlease provide reason if a switch from a different biologic agent to abatacept is requested \nNote: Patients will not be permitted to switch back to a previously trialed biologic agent if they were deemed unresponsive to ther apy \nCurrent ACR Pedi 30 FLARE score (provide for ALL requests) \nACR Pedi 30 RESPONSE score at 16 to 20 weeks after first dose \nof previous abatacept treatment (provide for RETREATMENT \nrequests) \nDate of assessment___________________________ \n1. R\nheumatologist global 4. No. of joints\na\nssessment (0-10) ___________ w\nith LROM ___________ \n2. P\natient global 5. CHA\nQ (0-3) ___________\nassessment (0-10) ___________\n3. No\n. of active joints* ___________ 6. ESR (mm/hr) ____ ______\n or CRP ______________\n*joints with swelling not due to deformity or joints with limitation of motion with pain,\ntenderness or both\nDate of assessment___________________________ \n1. R\nheumatologist global 4. No. of joints\na\nssessment (0-10) ___________\nwith LROM ___________ \n2. P\natient global 5. CHA\nQ (0-3) ___________\nassessment (0-10) ___________\n3. N\no. of active joints* ___________ 6. ESR (mm/hr) _____ _____\n or CRP ______________\n*joints with swelling not due to deformity or joints with limitation of motion with pain,\ntenderness or both\nPlease provide the following information for ALL NEW requests \nPrevious medications utilized: Dose, duration and response is required \n DMARD(s) (please specify agents) \n Adalimumab\n Etanercept \n Tocilizumab \n Other (please specify agent) \nAdditional information relating to request (e.g. reasons why any of the above therapies were not tried) \nPRESCRIBER'S SIGNATURE DATE Please forward this request to \nAlberta Blue Cross, Clinical Drug Services \n10009 108 Street NW, Edmonton, Alberta T5J 3C5 \nFAX: 780 498-8384 in Edmonton \u2022 1-877-828-4106 toll free all other areas \nONCE YOUR REQUEST HAS SUCCESSFULLY TRANSMITTED, PLEASE DO NOT MAIL OR RE-FAX YOUR REQUEST \nThe information on this form is being collected and pursuant to sections 20, 21 and 22 of the Health Information Act, and sec tions 33 and 34 of the Freedom of Information and \nProtection of Privacy Act, for the purposes of determining or verifying eligibility to participate in a program or receive a benefit, product or health service. If you have any questions \nregarding the collection or use of this information, please contact an Alberta Blue Cross privacy matters representative toll -free at 1-855-498-7302 or write to Privacy Matters, \nAlberta Blue Cross, 10009 108 Street, Edmonton AB T5J 3C5. \n \u00ae*The Blue Cross symbol and name are registered marks of the Canadian Association of Blue Cross Plans, an association of independent Blue Cross plans. Licensed to ABC \nBenefits Corporation for use in operating the Alberta Blue Cross Plan. \u00ae\u2020 Blue Shield is a registered trade- mark of the Blue Cross Blue Shield Association. \nABC 60010 (2016/10) \nKash\nDiv\n1998-12-11\n578788878\nMequanent\n52 Castlefall Way NE\nCaglary\nT3J1M7\ncalgary\nT1Y6L4\n1\n4036481926\nChoose Province\nTed"}...
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{"name": "letters-2025_11_13_050720_69 {"name": "letters-2025_11_13_050720_6915c9f8b8aa2_9464.pdf", "content_type": "application/octet-stream", "size": 18169, "data": {"patient_id": "b3e7cc30-1ba8-11f0-b706-c183bb9a9165"}, "collection_name": "file-152d14ae-8103-47ab-8f01-e4b70b4a37c8"}...
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{"status": "completed", "conte {"status": "completed", "content": "#250 8500 Blackfoot Trail SE Calgary\ncalgay, Alberta, T2J 7E1\nP: (403) 879-7911\nF: 403-879-7899\nE: admin@advancedcardiology.ca\n\u00a0\n\u00a0\n\u00a0\n\u00a0\n#250 8500 Blackfoot Trail SE Calgary, AB T2J 7E1\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Tel 403-879-7911 Fax 403-879-7899\nFaxTo:\u00a0\u00a0Aamer, Nazish From:\u00a0Advanced Rheumatology\nFax:\u00a0\u00a0- Pages: 1\nPhone:\u00a0\u00a0- Date:\u00a0\u00a013 November 2025\nRe:\u00a0\u00a0Div Kash CC:\nThank you for your referral.\n\u00a0\nPlease be advised that Dr. Dhalla / Advanced Rheumatology can only provide evaluation for pediatric\npatients at this time. As the referred patient is over the age of 18 they cannot be seen and the file will be\nclosed. We will direct this referral to rheumatology central triage (see above) but would recommend you also\nsend a referral in to ensure it is processed and that you can be sent a status update, and/or consider referral to\nany of the private rheumatology practices in the city.\n\u00a0\nAt this time we will close the file. If there is anything further we can do to assist you, please contact us at\n403-879-7911 or Fax 403-879-7899.\n\u00a0\nThank you,\nDr. Dhalla\nPatient Care Coodinator\n\u00a0\n\u00a0\nInformation contained in this communication may be confidential and is intended only for the use of the\nrecipient(s). If the reader of this message is not the intended recipient, you are hereby notified that any\ndissemination, distribution, or copying of this communication or any of its contents is strictly prohibited. If\nyou received this communication in error, Please return it to the sender and contact Advanced Cardiology\n403-879-7911."}...
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{"name": "labs-1763403239-a81728-note- {"name": "labs-1763403239-a81728-note-2025-10-09-102435-68e7e1c39d6b0-3996.pdf", "content_type": "application/octet-stream", "size": 4543, "data": {"patient_id": "b3e7cc30-1ba8-11f0-b706-c183bb9a9165"}, "collection_name": "file-1488c8e6-135f-480a-8c70-ebdf27c08eb6"}...
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{"status": "completed", "conte {"status": "completed", "content": "Carlos Flores tejeda (A81728) DOB: 23 Oct 1983 Age: 41\nPrinted by Super Admin, 2025 at 09 Oct, 2025 10:24:35 AM Page: 1 Date\n03\nOct\n2025\nChart\nNote:\nBP Heart\nRate\n(bpm)\nHeight\n(cm) \n0\nWeight\n(kg) 0\nBMI\n(kg/m^2)\n0,\nComplaint Past\nMedical\nHistory:\nMOA \nCardiac\nRisk\nFactor:\nMOA \nPhysical\nExamination\nSurgical\nHistory \nECG Allergies\nto\nMedication\nPlan: Full\nconsult\ncompleted. In\nbrief this is a\n41-year-old man\nwith no\nsignificant past\nmedical history.\nNo history of\nCHF no history\nof hypertension\nno history of\ndiabetes no\nhistory of\nvascular\ndisease no\nhistory of stroke\nor TIA. He is\ncompletely\nwithout any past\nmedical history.\nHe was found to\nhave new onset\natrial fibrillation\nand currently is\non bisoprolol\nand aspirin. His\nonly complaint\nis dyspnea on\nexertion. No\nlonger chest\npain.\nOccasional\npalpitations. No\northopnea no\nPND no\nperipheral\nedema. He\ndoes not\nsmoke. No illicit\ndrug use. No\nalcohol use No\nfamily history of\npremature heart\ndisease or\nsudden cardiac\ndeath No known\ndrug allergies\nCurrent\nmedications:\nBisoprolol\naspirin Blood\npressure 116/78\nheart rate 76,\nsaturating 97%\non room air\nLungs clear to\nauscultation\nHeart normal\nS1-S2 regular\nrate and\nrhythm. No\nperipheral\nedema\nEchocardiogram\nnormal ejection\nfraction no\nregional wall\nmotion\nabnormalities.\nNo severe\nvalvular\npathology\nExercise stress\ntest: Patient\ncompleted 7\nminutes and 48\nseconds of\nBruce protocol.\nAchieving a\ntotal of 10.2\nMETS workload\nload. No chest\npain. Normal\nblood pressure\nresponse. No\nsignificant\narrhythmias.\nThis was a\nnondiagnostic\nstress test due\nto baseline ST-\nT changes\nNonspecific\ndyspnea on\nexertion. Within\nnondiagnostic\nstress test. I will\narrange an\nexercise MPI.\nHe is with new\nonset atrial\nfibrillation\ncurrently today\nwas in sinus\nrhythm. And\nrate controlled. I\nwill continue\nwith aspirin and\nbisoprolol. His\nchads vascular\n2 score is 0. I\nwill get a 24-\nhour amatory\nblood pressure\nmonitor as well.\nAnd he will\nfollow-up with\nhis primary\ncardiologist\nFollow-\nup: Dr.\nMangat\nDictations\nare not\nworking\ntoday "}...
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{"name": "letters-2025_10_09_151042_68 {"name": "letters-2025_10_09_151042_68e824d263295_2334.pdf", "content_type": "application/octet-stream", "size": 17646, "data": {"patient_id": "b3e7cc30-1ba8-11f0-b706-c183bb9a9165"}, "collection_name": "file-13e2352b-9852-4f9e-ae37-303b8d366633"}...
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{"status": "completed", "conte {"status": "completed", "content": "201 3151 27st NE\nCalgary, Alberta, T1Y 0B4\nP: (403) 235-4109\nF : F:403.235.4147,\nE: admin@advancedcardiology.ca\nDear Div\nThis is a Message for your appointment on 09 October 2025 05:20 PM with Dr Faisal Hasan for\nEndocrinology Consult.\nKindly arrive 10min before time to fill out paperwork. Keep your schedule open for Two hour.\nKindly call the office on 403-235-4109 if you are unable to make this appointment.\n**DILWALK FAMILY CARE CLINIC ACCEPTING NEW PATIENTS on main floor of Advanced\nCardiology!!**\nRegards\nAdvanced Cardiology Consultants and Diagnostics Inc\n#201 3151 27st NE, Calgary T1Y0B4"}...
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{"name": "labs-54387967-4ff6-4f6a-8fc9 {"name": "labs-54387967-4ff6-4f6a-8fc9-fc22a230e723.pdf", "content_type": "application/octet-stream", "size": 640799, "data": {"patient_id": "b3e7cc30-1ba8-11f0-b706-c183bb9a9165"}, "collection_name": "file-1397a3c4-2191-490b-b267-f2154eed2c27"}...
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{"status": "completed", "conte {"status": "completed", "content": "ABATACEPT for Polyarticular Juvenile \nIdiopathic Arthritis \nSPECIAL AUTHORIZATION REQUEST FORM \nPlease complete all required sections to allow your request to be processed. Patients may or may not meet eligibility requirements as established \nby Alberta Government sponsored drug programs. \nPATIENT INFORMATION COVERAGE TYPE\nPATIENT LAST NAME FIRST NAME INITIAL\n Alberta Blue Cross \n Alberta Human Services \n Other\nDATE OF BIRTH: YYYY/MM/DD ALBERTA PERSONAL HEALTH NUMBER\nSTREET ADDRESS CITY PROV POSTAL CODE ID /CLIENT/COVERAGE N UMBER \nPRESCRIBER INFORMATION \nPRESCRIBER LAST NAME FIRST NAME INITIAL PRESCRIBER PROFESSIONAL ASSOCIATION REGISTRATION \n CPSA \n CARNA \n ACP \n ACO \n ADA+C \n Other \nREGISTRATION NUMBER \nSTREET ADDRESS \nPHONE FAX \nCITY, PROVINCE \nPOSTAL CODE FAX NUMBER MUST BE PROVIDED WITH EACH REQUEST SUBMITTED \nPlease provide the following information for ALL requests \nDiagnosis \n Polyarticular Juvenile Idiopathic Arthritis \n Other ( please specify) ______________________ \nCurrent weight (kg) Dosage \nDosing frequency \nPlease provide reason if a switch from a different biologic agent to abatacept is requested \nNote: Patients will not be permitted to switch back to a previously trialed biologic agent if they were deemed unresponsive to ther apy \nCurrent ACR Pedi 30 FLARE score (provide for ALL requests) \nACR Pedi 30 RESPONSE score at 16 to 20 weeks after first dose \nof previous abatacept treatment (provide for RETREATMENT \nrequests) \nDate of assessment___________________________ \n1. R\nheumatologist global 4. No. of joints\na\nssessment (0-10) ___________ w\nith LROM ___________ \n2. P\natient global 5. CHA\nQ (0-3) ___________\nassessment (0-10) ___________\n3. No\n. of active joints* ___________ 6. ESR (mm/hr) ____ ______\n or CRP ______________\n*joints with swelling not due to deformity or joints with limitation of motion with pain,\ntenderness or both\nDate of assessment___________________________ \n1. R\nheumatologist global 4. No. of joints\na\nssessment (0-10) ___________\nwith LROM ___________ \n2. P\natient global 5. CHA\nQ (0-3) ___________\nassessment (0-10) ___________\n3. N\no. of active joints* ___________ 6. ESR (mm/hr) _____ _____\n or CRP ______________\n*joints with swelling not due to deformity or joints with limitation of motion with pain,\ntenderness or both\nPlease provide the following information for ALL NEW requests \nPrevious medications utilized: Dose, duration and response is required \n DMARD(s) (please specify agents) \n Adalimumab\n Etanercept \n Tocilizumab \n Other (please specify agent) \nAdditional information relating to request (e.g. reasons why any of the above therapies were not tried) \nPRESCRIBER'S SIGNATURE DATE Please forward this request to \nAlberta Blue Cross, Clinical Drug Services \n10009 108 Street NW, Edmonton, Alberta T5J 3C5 \nFAX: 780 498-8384 in Edmonton \u2022 1-877-828-4106 toll free all other areas \nONCE YOUR REQUEST HAS SUCCESSFULLY TRANSMITTED, PLEASE DO NOT MAIL OR RE-FAX YOUR REQUEST \nThe information on this form is being collected and pursuant to sections 20, 21 and 22 of the Health Information Act, and sec tions 33 and 34 of the Freedom of Information and \nProtection of Privacy Act, for the purposes of determining or verifying eligibility to participate in a program or receive a benefit, product or health service. If you have any questions \nregarding the collection or use of this information, please contact an Alberta Blue Cross privacy matters representative toll -free at 1-855-498-7302 or write to Privacy Matters, \nAlberta Blue Cross, 10009 108 Street, Edmonton AB T5J 3C5. \n \u00ae*The Blue Cross symbol and name are registered marks of the Canadian Association of Blue Cross Plans, an association of independent Blue Cross plans. Licensed to ABC \nBenefits Corporation for use in operating the Alberta Blue Cross Plan. \u00ae\u2020 Blue Shield is a registered trade- mark of the Blue Cross Blue Shield Association. \nABC 60010 (2016/10) \nKash testing\nDiv\n1998-12-11\n578788878\nMequanent\n52 Castlefall Way NE\nCaglary\nT3J1M7\ncalgary\nT1Y6L4\n1\n4036481926\nChoose Province\nTed"}...
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{"status": "completed", "conte {"status": "completed", "content": "ABATACEPT for Polyarticular Juvenile \nIdiopathic Arthritis \nSPECIAL AUTHORIZATION REQUEST FORM \nPlease complete all required sections to allow your request to be processed. Patients may or may not meet eligibility requirements as established \nby Alberta Government sponsored drug programs. \nPATIENT INFORMATION COVERAGE TYPE\nPATIENT LAST NAME FIRST NAME INITIAL\n Alberta Blue Cross \n Alberta Human Services \n Other\nDATE OF BIRTH: YYYY/MM/DD ALBERTA PERSONAL HEALTH NUMBER\nSTREET ADDRESS CITY PROV POSTAL CODE ID /CLIENT/COVERAGE N UMBER \nPRESCRIBER INFORMATION \nPRESCRIBER LAST NAME FIRST NAME INITIAL PRESCRIBER PROFESSIONAL ASSOCIATION REGISTRATION \n CPSA \n CARNA \n ACP \n ACO \n ADA+C \n Other \nREGISTRATION NUMBER \nSTREET ADDRESS \nPHONE FAX \nCITY, PROVINCE \nPOSTAL CODE FAX NUMBER MUST BE PROVIDED WITH EACH REQUEST SUBMITTED \nPlease provide the following information for ALL requests \nDiagnosis \n Polyarticular Juvenile Idiopathic Arthritis \n Other ( please specify) ______________________ \nCurrent weight (kg) Dosage \nDosing frequency \nPlease provide reason if a switch from a different biologic agent to abatacept is requested \nNote: Patients will not be permitted to switch back to a previously trialed biologic agent if they were deemed unresponsive to ther apy \nCurrent ACR Pedi 30 FLARE score (provide for ALL requests) \nACR Pedi 30 RESPONSE score at 16 to 20 weeks after first dose \nof previous abatacept treatment (provide for RETREATMENT \nrequests) \nDate of assessment___________________________ \n1. R\nheumatologist global 4. No. of joints\na\nssessment (0-10) ___________ w\nith LROM ___________ \n2. P\natient global 5. CHA\nQ (0-3) ___________\nassessment (0-10) ___________\n3. No\n. of active joints* ___________ 6. ESR (mm/hr) ____ ______\n or CRP ______________\n*joints with swelling not due to deformity or joints with limitation of motion with pain,\ntenderness or both\nDate of assessment___________________________ \n1. R\nheumatologist global 4. No. of joints\na\nssessment (0-10) ___________\nwith LROM ___________ \n2. P\natient global 5. CHA\nQ (0-3) ___________\nassessment (0-10) ___________\n3. N\no. of active joints* ___________ 6. ESR (mm/hr) _____ _____\n or CRP ______________\n*joints with swelling not due to deformity or joints with limitation of motion with pain,\ntenderness or both\nPlease provide the following information for ALL NEW requests \nPrevious medications utilized: Dose, duration and response is required \n DMARD(s) (please specify agents) \n Adalimumab\n Etanercept \n Tocilizumab \n Other (please specify agent) \nAdditional information relating to request (e.g. reasons why any of the above therapies were not tried) \nPRESCRIBER'S SIGNATURE DATE Please forward this request to \nAlberta Blue Cross, Clinical Drug Services \n10009 108 Street NW, Edmonton, Alberta T5J 3C5 \nFAX: 780 498-8384 in Edmonton \u2022 1-877-828-4106 toll free all other areas \nONCE YOUR REQUEST HAS SUCCESSFULLY TRANSMITTED, PLEASE DO NOT MAIL OR RE-FAX YOUR REQUEST \nThe information on this form is being collected and pursuant to sections 20, 21 and 22 of the Health Information Act, and sec tions 33 and 34 of the Freedom of Information and \nProtection of Privacy Act, for the purposes of determining or verifying eligibility to participate in a program or receive a benefit, product or health service. If you have any questions \nregarding the collection or use of this information, please contact an Alberta Blue Cross privacy matters representative toll -free at 1-855-498-7302 or write to Privacy Matters, \nAlberta Blue Cross, 10009 108 Street, Edmonton AB T5J 3C5. \n \u00ae*The Blue Cross symbol and name are registered marks of the Canadian Association of Blue Cross Plans, an association of independent Blue Cross plans. Licensed to ABC \nBenefits Corporation for use in operating the Alberta Blue Cross Plan. \u00ae\u2020 Blue Shield is a registered trade- mark of the Blue Cross Blue Shield Association. \nABC 60010 (2016/10) \n65\n1.5\n3\nKash abcder\nDiv ajk\n1998-12-11\n578788878\nMequanent\n52 Castlefall Way NE s\nCaglary\nT3J1M7\ncalgary\nT1Y6L4\n1\n4036481926\nChoose Province\nTed"}...
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{"status": "completed", "conte {"status": "completed", "content": "ABATACEPT for Polyarticular Juvenile \nIdiopathic Arthritis \nSPECIAL AUTHORIZATION REQUEST FORM \nPlease complete all required sections to allow your request to be processed. Patients may or may not meet eligibility requirements as established \nby Alberta Government sponsored drug programs. \nPATIENT INFORMATION COVERAGE TYPE\nPATIENT LAST NAME FIRST NAME INITIAL\n Alberta Blue Cross \n Alberta Human Services \n Other\nDATE OF BIRTH: YYYY/MM/DD ALBERTA PERSONAL HEALTH NUMBER\nSTREET ADDRESS CITY PROV POSTAL CODE ID /CLIENT/COVERAGE N UMBER \nPRESCRIBER INFORMATION \nPRESCRIBER LAST NAME FIRST NAME INITIAL PRESCRIBER PROFESSIONAL ASSOCIATION REGISTRATION \n CPSA \n CARNA \n ACP \n ACO \n ADA+C \n Other \nREGISTRATION NUMBER \nSTREET ADDRESS \nPHONE FAX \nCITY, PROVINCE \nPOSTAL CODE FAX NUMBER MUST BE PROVIDED WITH EACH REQUEST SUBMITTED \nPlease provide the following information for ALL requests \nDiagnosis \n Polyarticular Juvenile Idiopathic Arthritis \n Other ( please specify) ______________________ \nCurrent weight (kg) Dosage \nDosing frequency \nPlease provide reason if a switch from a different biologic agent to abatacept is requested \nNote: Patients will not be permitted to switch back to a previously trialed biologic agent if they were deemed unresponsive to ther apy \nCurrent ACR Pedi 30 FLARE score (provide for ALL requests) \nACR Pedi 30 RESPONSE score at 16 to 20 weeks after first dose \nof previous abatacept treatment (provide for RETREATMENT \nrequests) \nDate of assessment___________________________ \n1. R\nheumatologist global 4. No. of joints\na\nssessment (0-10) ___________ w\nith LROM ___________ \n2. P\natient global 5. CHA\nQ (0-3) ___________\nassessment (0-10) ___________\n3. No\n. of active joints* ___________ 6. ESR (mm/hr) ____ ______\n or CRP ______________\n*joints with swelling not due to deformity or joints with limitation of motion with pain,\ntenderness or both\nDate of assessment___________________________ \n1. R\nheumatologist global 4. No. of joints\na\nssessment (0-10) ___________\nwith LROM ___________ \n2. P\natient global 5. CHA\nQ (0-3) ___________\nassessment (0-10) ___________\n3. N\no. of active joints* ___________ 6. ESR (mm/hr) _____ _____\n or CRP ______________\n*joints with swelling not due to deformity or joints with limitation of motion with pain,\ntenderness or both\nPlease provide the following information for ALL NEW requests \nPrevious medications utilized: Dose, duration and response is required \n DMARD(s) (please specify agents) \n Adalimumab\n Etanercept \n Tocilizumab \n Other (please specify agent) \nAdditional information relating to request (e.g. reasons why any of the above therapies were not tried) \nPRESCRIBER'S SIGNATURE DATE Please forward this request to \nAlberta Blue Cross, Clinical Drug Services \n10009 108 Street NW, Edmonton, Alberta T5J 3C5 \nFAX: 780 498-8384 in Edmonton \u2022 1-877-828-4106 toll free all other areas \nONCE YOUR REQUEST HAS SUCCESSFULLY TRANSMITTED, PLEASE DO NOT MAIL OR RE-FAX YOUR REQUEST \nThe information on this form is being collected and pursuant to sections 20, 21 and 22 of the Health Information Act, and sec tions 33 and 34 of the Freedom of Information and \nProtection of Privacy Act, for the purposes of determining or verifying eligibility to participate in a program or receive a benefit, product or health service. If you have any questions \nregarding the collection or use of this information, please contact an Alberta Blue Cross privacy matters representative toll -free at 1-855-498-7302 or write to Privacy Matters, \nAlberta Blue Cross, 10009 108 Street, Edmonton AB T5J 3C5. \n \u00ae*The Blue Cross symbol and name are registered marks of the Canadian Association of Blue Cross Plans, an association of independent Blue Cross plans. Licensed to ABC \nBenefits Corporation for use in operating the Alberta Blue Cross Plan. \u00ae\u2020 Blue Shield is a registered trade- mark of the Blue Cross Blue Shield Association. \nABC 60010 (2016/10) \nKash abcd ed\nDiv\n1998-12-11\n578788878\nMequanent\n52 Castlefall Way NE\nCaglary\nT3J1M7\ncalgary\nT1Y6L4\n1\n4036481926\nChoose Province\nTed"}...
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{"status": "completed", "conte {"status": "completed", "content": "Please fax recent lab\n invesgaons, including Lipids,\nECG and Medica on List.\n \nDate:_________________________________________\nPhysician name:_________________________________\nPhysician address:_______________________________\nPhysician number:_______________________________\nPhysician signature:______________________________\nConsidered a valid prescripon when signed by a physician\nCopies to:_____________________________________ _\n250, 8500 Blackfoot Trail SE\nCalgary, AB T1Y 0B4\nT 403.879.7911\nF 403.879.7899\n201, 3151 27thStreet NE \nCalgary, AB T1Y 0B4\nT 403.235.4109 \nF 403.235.4147\nInternal Medicine\nEndocrinology\n\u2751Geriatric Medicine\nPaent Informaon Referring Physician\nConsultaon Requested:\n\u2751Cardiology\n\u2751\n\u2751\nMD, FCCP Internal Medicine\nMD, FACP Internal Medicine\nMD, FRCPC Cardiologist\nDr. Ravi Varshney\nDr. Lovpreet Mangat\nMD, FRCPC Internal Medicine\nDr. Faisal Hasan\nMD, MRCP Endocrinologist\n\u2751\n\u2751\n\u2751\nDr. Anmol Kapoor\nMD FRCPC Cardiologist\nDr. Alvin Villanueva\nDr. Ali Debek\n\u2751\n\u2751\n\u2751\nConsult\nUrgent (within 2 weeks) Semi-Urgent (more than 2 weeks) Phone Consult \u2013 Call 403.235.4109 to request\u2751 \u2751\u2751 \u2751ASAP\nPaent Like hood of CAD:\n \n(Plaque presence, caro d inmal medial thickness)\n) \nStroke / TIA\nFollow-up of known carod stenosis\nfollow-up\nPCOS\nHypo / Hyper Thyroid\nHirsusm/Amenorrhoea\nAdrenal Disorder\nAbnormal ECG\nPost PCI\nAbnormal Treadmill Stress Test\nMurmur\nShortness of breath\nHypertension / Le ventricular Hypertrophy\nPulmonary HypertensionIntermediate High\nCardiac Diagnosc Examinaon\nMyocardial Perfusion Imaging\n(MPI\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\nExercise MPI\u2751\n\u2751Pharmacological MPI\nDoes Your Paent Have:\nMedicaon:\nCAD / CHF\nF/U Known Stable CAD\nFunconal Significance Coronary Stenosis\nChest Pain\nPalpitaons / Arrhythmias \n(suspected/known history of arrhythmia)\nEdema / PND / Orthopnea\nCardiovascular risk assessment\nSyncope / Presyncope / Vergo / Dizziness\nCarod Bruit\nPost-surgical angiographic intervenon \nLow Testosterone\nYoung Type 2 Diabetes\nPituitary Disorder\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n Please Check all that apply:Indicaons:\n(Includes Cardiology Consult)\n\u2751\n\u2751 Diabetes Type 2/Complex\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\n\u2751\nBubble Echocardiogram\n(Includes Cardiology consult)\nEchocardiogram \nCarod ultrasound\nExercise Stress Test\n(Includes Cardiology Consult)\n24 Hour Holter Monitor\n\u275148 Hour Holter Monitor\n5 day Holter Monitor\n\u2751ECG \u2013 Electrocardiogram\n24 hour BP Monitor\n\u2751ABI (Ankle Brachial Index)\n\u2751\nLow\n.\nwww.advancedcardiology.caPlease fax completed form - we will call the paent to book\nClinical Notes:\n \nHeight___cm/in Weight___lb/kg \nYes No\nNo\nNo\nNo\nNo\nYes\nYes\nYes\nYes\nDiabetes\nAsthma\nPacemaker\nICD\nCABG\nUrgency\nReferral\n\u2751Stress Echocardiogram\n(Includes Cardiology Consult)\n, , , \n27-06-2025\nDiv Kash Kash\n, , , AB\n21-12-2000"}...
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{"name": "dictations-2026_01_19_155421 {"name": "dictations-2026_01_19_155421.pdf", "content_type": "application/octet-stream", "size": 63458, "data": {"patient_id": "b3e7cc30-1ba8-11f0-b706-c183bb9a9165"}, "collection_name": "file-11504652-afb5-40c2-afe5-54b8af8df384"}...
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{"status": "completed", "conte {"status": "completed", "content": "52 Castelfall way NEasdasdasd\na\ncalgary, asdsadsad, t3j1m7\nTel: 1234567876 | Fax: 1234345676\n\u00a0\nDr. Ted Mequanent\nSanti med family clinic 3449 26 ave NE\u00a0\nFax:\u00a0 \u00a0 \u00a04036481926\n\u00a0\nRE:\u00a0 \u00a0 \u00a0Div Kash\nPHN:\u00a0 578788878\nDOB:\u00a0\u00a011 December 1998\n\u00a0\nDear Dr. Mequanent\n\u00a0\nThank you very much for allowing me to participate in Div's care.\n\u00a0\nM denies chest pains/classic exertional chest pains or with emotional stress. There is non-specific\nshortness of breath on increased exertion without pedal edema, orthopnea or PND. There is no\npalpitations, pre-syncope, syncope or claudication. There are no calf pain tenderness or redness, calf\nswelling, hormones like birth control, injury, surgery, immobilization or cancer.\u00a0\n\u00a0\nCARDIAC RISK FACTORS and PAST MEDICAL HISTORY:\nNo Diabetes with A1C\nNo Hypertension with BP today -\u00a0 mmHg\nNo Dyslipidemia with LDL mmol/L\nNo Obesity with BMI kg/m2\n\u00a0\nMEDICATIONS:\n-\nALLERGIES:\nNKDA\nFAMILY HISTORY:\nNo family history of premature heart disease or stroke (M-55 and women 65) in first degree relatives. No\nsudden cardiac/unexpected death in extended family\n\u00a0\nSOCIAL HISTORY:\nThe patient is a non-smoker.\u00a0M\u00a0drinks socially and denies illicit substances.\n\u00a0\nPHYSICAL EXAMINATION:\nThe patient looks well and in no distress. Blood pressure: - Heart Rate: - JVP was normal Pedal radial and\ncarotid pulses are normal and there is no pedal edema. Heart sounds are normal without any murmurs\nLungs were clear.\n\u00a0\nINVE STIGATIONS:\nECG in the clinic revealed normal sinus rhythm with no evidence of acute ischemia.\nStress Test\u00a0o file shows no high risk findings at minutes on the Bruce protocol\nEchocardiogram on file shows no gross pathology influencing clinical magement\nCarotid ultrasound on file shows mild or moderate diseasePHN / ULI: 578788878 Report Date: 01/19/2026\nPage 1 of 2 MPI on file shows overall normal study\nHolter shows overall reassuring findings\n24 hour BP monitor reasonable control\nCXR on file shows no gross cardio respiratory pathology\nAngiogram on file shows no critical disease with no LM and no pLAD lesions of significance\nAbdominal imaging shows atherosclerosis of the abdo aorta without aneurysm\nBlood work shows eGFR TSH ACR Hemoglobin\n\u00a0\nIMPRESSION and PLAN\nThis 27 year old\u00a0male\u00a0\u00a0with risk factors as above is presenting with non-specific symptoms. I have\narranged a stress test. On the whole I feel that the cardiac prognosis is reassuring. For the long run, I\ncounselled with regards to ongoing diet exercise and weight loss strategies for ongoing risk reduction\nand improved quality of life\n\u00a0\nI discussed smoking cessation and\u00a0 \u00a0LEIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIII\n\u00a0\nI will follow-up with Div after the above tests.\n\u00a0\nIn the meantime if there is any questions or concerns please do not hesitate to contact me at any time.\n\u00a0\nYours\u00a0Sincerely,\u00a0\nDr.\u00a0Ravi\u00a0Varshney,\u00a0MD,\u00a0FRCPC\u00a0\nCardiologist\u00a0\nRV/\n\u00a0\n\u00a0\nDictation\u00a0file:\u00a0Varshney\u00a0\n\u00a0\nDICTATED\u00a0BUT\u00a0NOT\u00a0READ\u00a0TO\u00a0AVOID\u00a0DELAY\u00a0\n\u00a0\n\u00a0\n\u00a0\nInformation contained in this communication may be confidential and is intended only for the use of the recipient(s). If the reader of\nthis message is not the intended recipient, you are hereby notified that any dissemination, distribution, or copying of this\ncommunication or any of its contents is strictly prohibited. If you received this communication in error, Please return it to the sender\nand contact Advanced Cardiology 403-235-4109.\nPage 2 of 2\nPHN / ULI: 578788878 Report Date: 01/19/2026"}...
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{"status": "completed", "conte {"status": "completed", "content": "Advanced Programming with Python\nDISCLAIMER: The presented material relies heavily on Python Advance course carried out at CERN. The material is also available freely at\nthe website: \nhttps://www.python-course.eu\n (https://www.python-course.eu)\n1\n. \nWhat is a variable\n2\n. \nBasic types\nstring\nenum\n3\n. \nContainers\nlists\ntuples\nsets\ndictionaries\n4\n. \nFunctions\narguments\nrecursion\nstatic variables\ndecorators\ngenerators\ncontext managers\n5\n. \nException Handling\nNot included\n:\n6\n. \nObject Oriented Programming\n7\n. \nPackaging\n8\n. \nDocumentation\n9\n. \nUnit testing\n10\n. \nContinuous Integration\nIn 1999, Guido Van Rossum submitted a funding proposal to DARPA called \"Computer Programming for Everybody\", in which he further\ndefined his goals for Python:\nAn easy and intuitive language just as powerful as major competitors\nOpen source, so anyone can contribute to its development\nCode that is as understandable as plain English\nSuitability for everyday tasks, allowing for short development times\n0. Hello world\nIn [1]:\nprint\n(\n'Hello world!'\n)\n0.1. Zen of Python\nHello world! In [2]:\nimport\n \nthis\n1. What is a variable?\nVariable in python is always a reference to an object as in python everything, even a function, is an object.\nIn [3]:\nx\n \n=\n \n3\ny\n \n=\n \nx\ny\n,\n \nx\nIn [4]:\nx\n \n=\n \n2\nIn [5]:\ny\n,\n \nx\nConditional statement to assign a value\nIn [6]:\nx\n \n=\n \n-\n5\nif\n \nx\n \n>\n \n0\n:\n \nlabel\n \n=\n \n'Pos'\nelse\n:\n \nlabel\n \n=\n \n'Neg'\nprint\n(\nlabel\n)\nThe Zen of Python, by Tim Peters\nBeautiful is better than ugly.\nExplicit is better than implicit.\nSimple is better than complex.\nComplex is better than complicated.\nFlat is better than nested.\nSparse is better than dense.\nReadability counts.\nSpecial cases aren't special enough to break the rules.\nAlthough practicality beats purity.\nErrors should never pass silently.\nUnless explicitly silenced.\nIn the face of ambiguity, refuse the temptation to guess.\nThere should be one-- and preferably only one --obvious way to do it.\nAlthough that way may not be obvious at first unless you're Dutch.\nNow is better than never.\nAlthough never is often better than *right* now.\nIf the implementation is hard to explain, it's a bad idea.\nIf the implementation is easy to explain, it may be a good idea.\nNamespaces are one honking great idea -- let's do more of those!\nOut[3]:\n(3, 3)\nOut[5]:\n(3, 2)\nNeg In [7]:\nx\n \n=\n \n-\n5\nlabel\n \n=\n \n'Pos'\n \nif\n \nx\n \n>\n \n0\n \nelse\n \n'Neg'\nprint\n(\nlabel\n)\nIn [28]:\nprint\n(\n'Pos'\n \nif\n \nx\n \n>\n \n0\n \nelse\n \n'Neg'\n)\n2. Basic types\n2.1. String\nStrings in python are immutable\nIn [14]:\nstring\n \n=\n \n'My string'\nstring\n[\n0\n]\n \n=\n \n'T'\nIn [15]:\nstring\n.\nreplace\n(\n'M'\n,\n \n'T'\n)\nIn [16]:\nstring\nString is iterable\nIn [17]:\nfor\n \ns\n \nin\n \n'My string'\n:\n \nprint\n(\ns\n)\nFormating of strings\nNeg\nNeg\n---------------------------------------------------------------------------\nTypeError\n Traceback (most recent call last)\n<ipython-input-14-9c1867d9b2ff>\n in \n<module>\n 1\n string \n=\n \n'My string'\n----> 2\n \nstring\n[\n0\n]\n \n=\n \n'T'\nTypeError\n: 'str' object does not support item assignment\nOut[15]:\n'Ty string'\nOut[16]:\n'My string'\nM\ny\n \ns\nt\nr\ni\nn\ng In [18]:\nfrom\n \ndatetime\n \nimport\n \ndate\n'Today is '\n \n+\n \nstr\n(\ndate\n.\ntoday\n())\n \n+\n \n'.'\nIn [23]:\n'Today is \n{}\n and number \n{}\n.'\n.\nformat\n(\ndate\n.\ntoday\n(),\n \n[\n1\n,\n \n2\n,\n \n3\n])\nf-strings have been introduced in Python 3.6\nIn [21]:\nprint\n(\nf\n'Today is {date.today()}'\n)\nCheck if a substring is in a string\nIn [25]:\nif\n \n'sub'\n \nin\n \n'substring'\n:\n \nprint\n(\n'True'\n)\nThere are already many built-in functions for handling strings in Python\nIn [29]:\ndir\n(\nlist\n)\nOut[18]:\n'Today is 2019-11-28.'\nOut[23]:\n'Today is 2019-11-28 and number [1, 2, 3].'\nToday is 2019-11-28\nTrue In [26]:\ndir\n(\nstr\n)\nOut[29]:\n['__add__',\n '__class__',\n '__contains__',\n '__delattr__',\n '__delitem__',\n '__dir__',\n '__doc__',\n '__eq__',\n '__format__',\n '__ge__',\n '__getattribute__',\n '__getitem__',\n '__gt__',\n '__hash__',\n '__iadd__',\n '__imul__',\n '__init__',\n '__init_subclass__',\n '__iter__',\n '__le__',\n '__len__',\n '__lt__',\n '__mul__',\n '__ne__',\n '__new__',\n '__reduce__',\n '__reduce_ex__',\n '__repr__',\n '__reversed__',\n '__rmul__',\n '__setattr__',\n '__setitem__',\n '__sizeof__',\n '__str__',\n '__subclasshook__',\n 'append',\n 'clear',\n 'copy',\n 'count',\n 'extend',\n 'index',\n 'insert',\n 'pop',\n 'remove',\n 'reverse',\n 'sort']\nOut[26]:\n['__add__',\n '__class__',\n '__contains__',\n '__delattr__',\n '__dir__',\n '__doc__',\n '__eq__',\n '__format__',\n '__ge__',\n '__getattribute__',\n '__getitem__',\n '__getnewargs__',\n '__gt__',\n '__hash__',\n '__init__',\n '__init_subclass__',\n '__iter__',\n '__le__', In [32]:\n'my first sentence'\n.\nupper\n()\n '__le__',\n '__len__',\n '__lt__',\n '__mod__',\n '__mul__',\n '__ne__',\n '__new__',\n '__reduce__',\n '__reduce_ex__',\n '__repr__',\n '__rmod__',\n '__rmul__',\n '__setattr__',\n '__sizeof__',\n '__str__',\n '__subclasshook__',\n 'capitalize',\n 'casefold',\n 'center',\n 'count',\n 'encode',\n 'endswith',\n 'expandtabs',\n 'find',\n 'format',\n 'format_map',\n 'index',\n 'isalnum',\n 'isalpha',\n 'isdecimal',\n 'isdigit',\n 'isidentifier',\n 'islower',\n 'isnumeric',\n 'isprintable',\n 'isspace',\n 'istitle',\n 'isupper',\n 'join',\n 'ljust',\n 'lower',\n 'lstrip',\n 'maketrans',\n 'partition',\n 'replace',\n 'rfind',\n 'rindex',\n 'rjust',\n 'rpartition',\n 'rsplit',\n 'rstrip',\n 'split',\n 'splitlines',\n 'startswith',\n 'strip',\n 'swapcase',\n 'title',\n 'translate',\n 'upper',\n 'zfill']\nOut[32]:\n'MY FIRST SENTENCE' 2.2. Enum\nEnum is a data type which links a name to an index. They are useful to represent a closed set of options\nIn [33]:\nfrom\n \nenum\n \nimport\n \nEnum\nclass\n \nQhBrowserAction\n(\nEnum\n):\n \nQUERY_BUTTON_CLICKED\n \n=\n \n1\n \nSAVE_BUTTON_CLICKED\n \n=\n \n2\n \nDATE_CHANGED\n \n=\n \n3\n \nQH_NAME_CHANGED\n \n=\n \n4\n \nSLIDER_MOVED\n \n=\n \n5\na\n \n=\n \nQhBrowserAction\n.\nDATE_CHANGED\na\n.\nname\n,\n \na\n.\nvalue\nIn [36]:\na_next\n \n=\n \nQhBrowserAction\n(\na\n.\nvalue\n+\n1\n)\na_next\nIn [38]:\nif\n \na_next\n \n==\n \nQhBrowserAction\n.\nQH_NAME_CHANGED\n:\n \nprint\n(\n'In state \n{}\n'\n.\nformat\n(\na_next\n.\nvalue\n))\n3. Containers\nContainer data types in Python are dedicated to store multiple variables of a various type. The basic container types are: lists, tuples, sets,\ndictionaries.\n3.1. Lists\nIn [39]:\nmy_list\n \n=\n \n[\n1\n,\n \n'b'\n,\n \nTrue\n]\nmy_list\nLists are 0-indexed and elements are accessed by a square bracket\nIn [40]:\nmy_list\n[\n0\n]\nLists are mutable\nOut[33]:\n('DATE_CHANGED', 3)\nOut[36]:\n<QhBrowserAction.QH_NAME_CHANGED: 4>\nIn state 4\nOut[39]:\n[1, 'b', True]\nOut[40]:\n1 In [42]:\nmy_list\n[\n1\n]\n \n=\n \n0\nmy_list\nIn order to extend a list one can either append...\nIn [44]:\nmy_list\n.\nappend\n(\n3\n)\nmy_list\nOr simply\nIn [45]:\nmy_list\n \n+\n \n[\n1\n,\n \n'b'\n]\n...or append elements\nIn [ ]:\nmy_list\n \n+=\n \n[\n3\n]\nmy_list\nIn [ ]:\nmy_list\n \n=\n \nmy_list\n \n+\n \n[\n3\n]\n \n# One shall not do that\nmy_list\nBe careful with the last assignment, this creates a new list, so a need to perfom a copy - very inefficient for large lists.\nHow to append a list at the end?\nIn [47]:\nmy_list\n.\nappend\n([\n1\n,\n \n'a'\n])\nmy_list\nThis adds a list as an element, which is not quite what we wanted.\nIn [58]:\nmy_list\n.\nextend\n([\n5\n])\nmy_list\nOut[42]:\n[0, 0, True]\nOut[44]:\n[0, 0, True, 3, 3]\nOut[45]:\n[0, 0, True, 3, 3, 1, 'b']\nOut[47]:\n[0, 0, True, 3, 3, 3, [1, 'a']]\nOut[58]:\n[0, 0, True, 3, 3, 3, [1, 'a'], 1, 'a', 1, 'a', [1, 2], '5', 5] In [53]:\nimport\n \nitertools\nlist2d\n \n=\n \n[[\n1\n,\n2\n,\n3\n],\n \n[\n4\n,\n5\n,\n6\n],\n \n[\n7\n],\n \n[\n8\n,\n9\n]]\nmerged\n \n=\n \nlist\n(\nitertools\n.\nchain\n(\n*\nlist2d\n))\nmerged\nWhich one to choose in order to add elements efficiently?\nhttps://stackoverflow.com/questions/252703/what-is-the-difference-between-pythons-list-methods-append-and-extend\n(https://stackoverflow.com/questions/252703/what-is-the-difference-between-pythons-list-methods-append-and-extend)\n3.1.1. List comprehension\nOld-fashioned way\nIn [59]:\nmy_list\n \n=\n \n[]\nfor\n \ni\n \nin\n \nrange\n(\n10\n):\n \nmy_list\n.\nappend\n(\ni\n)\nmy_list\nOne-line list comprehension\nIn [75]:\nabs\n(\n0.1\n \n-\n \n(\n1.1\n-\n1\n))\n \n<\n \n1e-16\nIn [65]:\nmy_list\n \n=\n \n[\n1\n/\n(\ni\n+\n1\n)\n \nfor\n \ni\n \nin\n \nrange\n(\n10\n)]\nmy_list\nIn [66]:\nmy_list\n \n=\n \n[\ni\n \nfor\n \ni\n \nin\n \nrange\n(\n10\n)\n \nif\n \ni\n \n>\n \n4\n]\nmy_list\nGenerator comprehension\nOut[53]:\n[[1, 2, 3], [4, 5, 6], [7], [8, 9]]\nOut[59]:\n[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]\nOut[75]:\nTrue\nOut[65]:\n[1.0,\n 0.5,\n 0.3333333333333333,\n 0.25,\n 0.2,\n 0.16666666666666666,\n 0.14285714285714285,\n 0.125,\n 0.1111111111111111,\n 0.1]\nOut[66]:\n[5, 6, 7, 8, 9] In [76]:\nx\n \n=\n \n(\nx\n**\n2\n \nfor\n \nx\n \nin\n \nrange\n(\n10\n))\nprint\n(\nx\n)\nIn [87]:\nnext\n(\nx\n)\nIn [93]:\nimport\n \ndatetime\nstr\n(\ndatetime\n.\ndatetime\n.\nnow\n())\nIn [103]:\nprint\n(\ndatetime\n.\ndatetime\n.\nnow\n())\nfor\n \nx\n \nin\n \n((\nx\n+\n1\n)\n**\n2\n \nfor\n \nx\n \nin\n \nrange\n(\nint\n(\n1e7\n))):\n \nx\n**\n(\n-\n1\n/\n2\n)\nprint\n(\ndatetime\n.\ndatetime\n.\nnow\n())\nIn [104]:\nprint\n(\ndatetime\n.\ndatetime\n.\nnow\n())\nlst\n \n=\n \n[(\nx\n+\n1\n)\n**\n2\n \nfor\n \nx\n \nin\n \nrange\n(\nint\n(\n1e7\n))]\nfor\n \nx\n \nin\n \nlst\n:\n \nx\n**\n(\n-\n1\n/\n2\n)\nprint\n(\ndatetime\n.\ndatetime\n.\nnow\n())\nGenerator returns values on demand - no need to create a table and than iterate over it\nIn [111]:\nx\n \n=\n \niter\n(\nrange\n(\n10\n))\nnext\n(\nx\n)\nIn [ ]:\nx\n \n=\n \n(\nx\n**\n2\n \nfor\n \nx\n \nin\n \nrange\n(\n10\n))\nlist\n(\nx\n)\n3.1.2. Filter, map, reduce\n<generator object <genexpr> at 0x7faceb983468>\n---------------------------------------------------------------------------\nStopIteration\n Traceback (most recent call last)\n<ipython-input-87-92de4e9f6b1e>\n in \n<module>\n----> 1\n \nnext\n(\nx\n)\nStopIteration\n:\n \nOut[93]:\n'2019-11-28 11:24:28.029777'\n2019-11-28 11:27:55.759043\n2019-11-28 11:28:01.770323\n2019-11-28 11:28:09.839305\n2019-11-28 11:28:15.530292\nOut[111]:\n0 In [105]:\nmy_list\n \n=\n \n[\n-\n5\n,\n \n-\n4\n,\n \n-\n3\n,\n \n-\n2\n,\n \n-\n1\n,\n \n0\n,\n \n1\n,\n \n2\n,\n \n3\n,\n \n4\n,\n \n5\n]\nfilter\n(\nlambda\n \nx\n:\n \nx\n>\n0\n,\n \nmy_list\n)\nFilter returns an iterable generator. Generator is a very important concept in Python!\nIn [106]:\nfor\n \nel\n \nin\n \nfilter\n(\nlambda\n \nx\n:\n \nx\n>\n0\n,\nmy_list\n):\n \nprint\n(\nel\n)\nIn [112]:\nlist\n(\nfilter\n(\nlambda\n \nx\n:\n \nx\n>\n0\n,\n \nmy_list\n))\nMap\nIn [113]:\nprint\n(\nmy_list\n)\nlist\n(\nmap\n(\nlambda\n \nx\n:\n \nabs\n(\nx\n),\n \nmy_list\n))\nMap can be applied to many lists\nIn [114]:\nlst1\n \n=\n \n[\n0\n,\n1\n,\n2\n,\n3\n,\n4\n]\nlst2\n \n=\n \n[\n5\n,\n6\n,\n7\n,\n8\n]\nlist\n(\nmap\n(\nlambda\n \nx\n,\n \ny\n:\n \nx\n+\ny\n,\n \nlst1\n,\n \nlst2\n))\nReduce\nIn [115]:\nsum\n([\n0\n,\n1\n,\n2\n,\n3\n,\n4\n,\n5\n,\n6\n,\n7\n,\n8\n,\n9\n,\n10\n])\nOut[105]:\n<filter at 0x7face70b88d0>\n1\n2\n3\n4\n5\nOut[112]:\n[1, 2, 3, 4, 5]\n[-5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5]\nOut[113]:\n[5, 4, 3, 2, 1, 0, 1, 2, 3, 4, 5]\nOut[114]:\n[5, 7, 9, 11]\nOut[115]:\n55 In [116]:\nfrom\n \nfunctools\n \nimport\n \nreduce\nreduce\n(\nlambda\n \nx\n,\n \ny\n:\n \nx\n+\ny\n,\n \n[\n0\n,\n1\n,\n2\n,\n3\n,\n4\n,\n5\n,\n6\n,\n7\n,\n8\n,\n9\n,\n10\n])\n$0+1+...+n = \\frac{n(n+1)}{2}$\n3.1.3. Iterating over lists\nIn [119]:\ni\n \n=\n \n0\nfor\n \nel\n \nin\n \n[\n-\n5\n,\n \n-\n4\n,\n \n-\n3\n,\n \n-\n2\n,\n \n-\n1\n,\n \n0\n,\n \n1\n,\n \n2\n,\n \n3\n,\n \n4\n,\n \n5\n]:\n \nprint\n(\ni\n,\n \nel\n)\n \ni\n \n+=\n \n1\nIterating with index\nIn [118]:\nfor\n \nindex\n,\n \nel\n \nin\n \nenumerate\n([\n-\n5\n,\n \n-\n4\n,\n \n-\n3\n,\n \n-\n2\n,\n \n-\n1\n,\n \n0\n,\n \n1\n,\n \n2\n,\n \n3\n,\n \n4\n,\n \n5\n]):\n \nprint\n(\nindex\n,\n \nel\n)\nIterating over two (many) lists\nIn [120]:\nletters\n \n=\n \n[\n'a'\n,\n \n'b'\n,\n \n'c'\n,\n \n'd'\n]\nnumbers\n \n=\n \n[\n1\n,\n \n2\n,\n \n3\n,\n \n4\n,\n \n5\n]\nfor\n \nl\n,\n \nn\n \nin\n \nzip\n(\nletters\n,\n \nnumbers\n):\n \nprint\n(\nl\n,\n \nn\n)\nOut[116]:\n55\n0 -5\n1 -4\n2 -3\n3 -2\n4 -1\n5 0\n6 1\n7 2\n8 3\n9 4\n10 5\n0 -5\n1 -4\n2 -3\n3 -2\n4 -1\n5 0\n6 1\n7 2\n8 3\n9 4\n10 5\na 1\nb 2\nc 3\nd 4 In [122]:\nlist\n(\nzip\n(\nletters\n,\n \nnumbers\n))\nIn [124]:\ndict\n(\nzip\n(\nletters\n,\n \nnumbers\n))\nIn [125]:\nhelp\n(\nzip\n)\n3.1.4. Copying lists\nIn [126]:\nx\n \n=\n \n[\n1\n,\n \n2\n,\n \n3\n,\n \n4\n]\ny\n \n=\n \nx\ny\n[\n0\n]\n \n=\n \n'a'\nprint\n(\nx\n,\n \ny\n)\nIn [128]:\nx\n.\ncopy\n()\nOut[122]:\n[('a', 1), ('b', 2), ('c', 3), ('d', 4)]\nOut[124]:\n{'a': 1, 'b': 2, 'c': 3, 'd': 4}\nHelp on class zip in module builtins:\nclass zip(object)\n | zip(iter1 [,iter2 [...]]) --> zip object\n | \n | Return a zip object whose .__next__() method returns a tuple where\n | the i-th element comes from the i-th iterable argument. The .__next__()\n | method continues until the shortest iterable in the argument sequence\n | is exhausted and then it raises StopIteration.\n | \n | Methods defined here:\n | \n | __getattribute__(self, name, /)\n | Return getattr(self, name).\n | \n | __iter__(self, /)\n | Implement iter(self).\n | \n | __new__(*args, **kwargs) from builtins.type\n | Create and return a new object. See help(type) for accurate signature.\n | \n | __next__(self, /)\n | Implement next(self).\n | \n | __reduce__(...)\n | Return state information for pickling.\n['a', 2, 3, 4] ['a', 2, 3, 4]\nOut[128]:\n[1, 2, 3, 4] In [127]:\nx\n \n=\n \n[\n1\n,\n \n2\n,\n \n3\n,\n \n4\n]\ny\n \n=\n \nx\n.\ncopy\n()\ny\n[\n0\n]\n \n=\n \n'a'\nprint\n(\nx\n,\n \ny\n)\nIn [129]:\nx\n \n=\n \n[[\n1\n,\n \n'a'\n],\n \n2\n,\n \n3\n,\n \n4\n]\ny\n \n=\n \nx\n.\ncopy\n()\n \n# equivalent to x[:]\ny\n[\n0\n]\n \n=\n \n'a'\nprint\n(\nx\n,\n \ny\n)\nIn [131]:\nx\n \n=\n \n[[\n1\n,\n \n'a'\n],\n \n2\n,\n \n3\n,\n \n4\n]\ny\n \n=\n \nx\n.\ncopy\n()\ny\n[\n0\n][\n0\n]\n \n=\n \n'b'\nprint\n(\nx\n,\n \ny\n)\nThe reason for this behavior is that Python performs a shallow copy.\nIn [132]:\nfrom\n \ncopy\n \nimport\n \ndeepcopy\nx\n \n=\n \n[[\n1\n,\n \n'a'\n],\n \n2\n,\n \n3\n,\n \n4\n]\ny\n \n=\n \ndeepcopy\n(\nx\n)\ny\n[\n0\n][\n0\n]\n \n=\n \n'b'\nprint\n(\nx\n,\n \ny\n)\n3.1.5. Sorting lists - inplace operations\nIn [133]:\nx\n \n=\n \n[\n1\n,\n \n10\n,\n \n2\n,\n \n9\n,\n \n3\n,\n \n8\n,\n \n4\n,\n \n6\n,\n \n5\n]\nx\n \n=\n \nx\n.\nsort\n()\nprint\n(\nx\n)\nlist.sort() is an inplace operation. In general, inplace operations are efficient as they do not create a new copy in memory\nIn [134]:\nx\n \n=\n \n[\n1\n,\n \n10\n,\n \n2\n,\n \n9\n,\n \n3\n,\n \n8\n,\n \n4\n,\n \n6\n,\n \n5\n]\nx\n.\nsort\n()\nprint\n(\nx\n)\nlist.sorted does create a new variable\nIn [135]:\nx\n \n=\n \n[\n1\n,\n \n10\n,\n \n2\n,\n \n9\n,\n \n3\n,\n \n8\n,\n \n4\n,\n \n6\n,\n \n5\n]\nsorted\n(\nx\n)\nprint\n(\nx\n)\n[1, 2, 3, 4] ['a', 2, 3, 4]\n[[1, 'a'], 2, 3, 4] ['a', 2, 3, 4]\n[['b', 'a'], 2, 3, 4] [['b', 'a'], 2, 3, 4]\n[[1, 'a'], 2, 3, 4] [['b', 'a'], 2, 3, 4]\nNone\n[1, 2, 3, 4, 5, 6, 8, 9, 10]\n[1, 10, 2, 9, 3, 8, 4, 6, 5] In [136]:\nx\n \n=\n \n[\n1\n,\n \n10\n,\n \n2\n,\n \n9\n,\n \n3\n,\n \n8\n,\n \n4\n,\n \n6\n,\n \n5\n]\nx\n \n=\n \nsorted\n(\nx\n)\nprint\n(\nx\n)\nIn [137]:\nx\n \n=\n \n[\n1\n,\n \n10\n,\n \n2\n,\n \n9\n,\n \n3\n,\n \n8\n,\n \n4\n,\n \n6\n,\n \n5\n]\nx\n \nis\n \nsorted\n(\nx\n)\nHow to sort in a reverted order\nIn [139]:\nx\n \n=\n \n[\n1\n,\n \n10\n,\n \n2\n,\n \n9\n,\n \n3\n,\n \n8\n,\n \n4\n,\n \n6\n,\n \n5\n]\nx\n.\nsort\n(\nreverse\n=\nTrue\n)\nprint\n(\nx\n)\nSort nested lists\nIn [140]:\nemployees\n \n=\n \n[(\n111\n,\n \n'John'\n),\n \n(\n123\n,\n \n'Emily'\n),\n \n(\n232\n,\n \n'David'\n),\n \n(\n100\n,\n \n'Mark'\n),\n \n(\n1\n,\n \n'Andrew'\n)]\nemployees\n.\nsort\n(\nkey\n=\nlambda\n \nx\n:\n \nx\n[\n0\n])\nemployees\nIn [141]:\nemployees\n \n=\n \n[(\n111\n,\n \n'John'\n),\n \n(\n123\n,\n \n'Emily'\n),\n \n(\n232\n,\n \n'David'\n),\n \n(\n100\n,\n \n'Mark'\n),\n \n(\n1\n,\n \n'Andrew'\n)]\nemployees\n.\nsort\n(\nkey\n=\nlambda\n \nx\n:\n \nx\n[\n1\n])\nemployees\nAlso with reversed order\nIn [142]:\nemployees\n \n=\n \n[(\n111\n,\n \n'John'\n),\n \n(\n123\n,\n \n'Emily'\n),\n \n(\n232\n,\n \n'David'\n),\n \n(\n100\n,\n \n'Mark'\n),\n \n(\n1\n,\n \n'Andrew'\n)]\nemployees\n.\nsort\n(\nkey\n=\nlambda\n \nx\n:\n \nx\n[\n0\n],\n \nreverse\n=\nTrue\n)\nemployees\n3.1.6. List extras\n[1, 2, 3, 4, 5, 6, 8, 9, 10]\nOut[137]:\nFalse\n[10, 9, 8, 6, 5, 4, 3, 2, 1]\nOut[140]:\n[(1, 'Andrew'), (100, 'Mark'), (111, 'John'), (123, 'Emily'), (232, 'David')]\nOut[141]:\n[(1, 'Andrew'), (232, 'David'), (123, 'Emily'), (111, 'John'), (100, 'Mark')]\nOut[142]:\n[(232, 'David'), (123, 'Emily'), (111, 'John'), (100, 'Mark'), (1, 'Andrew')] In [143]:\nmy_list\n \n=\n \n5\n*\n[\n'a'\n]\nmy_list\nIn [144]:\n3\n \nin\n \n[\n1\n,\n2\n,\n3\n,\n4\n,\n5\n]\nIn [149]:\nx\n \n=\n \n[\n'a'\n]\ny\n \n=\n \n[\n'a'\n]\nx\n \n==\n \ny\nIn [150]:\nx\n \n=\n \n(\n'a'\n)\ny\n \n=\n \n(\n'a'\n)\nx\n \nis\n \ny\n3.2. Tuples\nTuples, similarly to lists can stores elements of different types.\nIn [152]:\nmy_tuple\n \n=\n \n(\n1\n,\n2\n,\n3\n)\nmy_tuple\nIn [153]:\nmy_tuple\n[\n0\n]\nUnlike the lists, tuples are immutable.\nIn [154]:\nmy_tuple\n[\n0\n]\n=\n0\nOut[143]:\n['a', 'a', 'a', 'a', 'a']\nOut[144]:\nTrue\nOut[149]:\nTrue\nOut[150]:\nTrue\nOut[152]:\n(1, 2, 3)\nOut[153]:\n1\n---------------------------------------------------------------------------\nTypeError\n Traceback (most recent call last)\n<ipython-input-154-a0c25be542d6>\n in \n<module>\n----> 1\n \nmy_tuple\n[\n0\n]\n=\n0\nTypeError\n: 'tuple' object does not support item assignment In [159]:\ntuple\n([\n1\n,\n2\n,\n3\n])\n3.3. Sets\nSets are immutable and contain only unique elements\nIn [155]:\n{\n1\n,\n2\n,\n3\n,\n4\n}\nIn [156]:\n{\n1\n,\n2\n,\n3\n,\n4\n,\n4\n}\nSo this is a neat way for obtaining unique elements in a list\nIn [157]:\nmy_list\n \n=\n \n[\n1\n,\n \n2\n,\n \n3\n,\n \n4\n,\n \n4\n,\n \n5\n,\n \n5\n,\n \n5\n]\nset\n(\nmy_list\n)\nor a tuple\nIn [158]:\nmy_tuple\n \n=\n \n(\n1\n,\n \n2\n,\n \n3\n,\n \n4\n,\n \n4\n,\n \n5\n,\n \n5\n,\n \n5\n)\nset\n(\nmy_tuple\n)\nOne can perform set operations on sets ;-)\nIn [160]:\nA\n \n=\n \n{\n1\n,\n2\n,\n3\n}\nB\n \n=\n \n{\n3\n,\n4\n,\n5\n}\nprint\n(\nf\n'A+B={A.union(B)}'\n)\nprint\n(\nf\n'A-B={A-B}'\n)\nprint\n(\nf\n'A*B={A.intersection(B)}'\n)\nprint\n(\nf\n'A*0={A.intersection(\n{}\n)}'\n)\nOut[159]:\n(1, 2, 3)\nOut[155]:\n{1, 2, 3, 4}\nOut[156]:\n{1, 2, 3, 4}\nOut[157]:\n{1, 2, 3, 4, 5}\nOut[158]:\n{1, 2, 3, 4, 5}\nA+B={1, 2, 3, 4, 5}\nA-B={1, 2}\nA*B={3}\nA*0=set() In [165]:\npm\n \n=\n \n{\n'system'\n,\n \n'source'\n,\n \n'I_MEAS'\n,\n \n'I_REF'\n}\nsignals\n \n=\n \npm\n \n-\n \n{\n'system'\n,\n \n'source'\n}\nsignals\nIn [174]:\nfor\n \ns\n \nin\n \nsignals\n:\n \nprint\n(\ns\n)\nIn [175]:\nhelp\n(\nset\n)\nOut[165]:\n{'I_MEAS', 'I_REF'}\nI_MEAS\nI_REF\nHelp on class set in module builtins:\nclass set(object)\n | set() -> new empty set object\n | set(iterable) -> new set object\n | \n | Build an unordered collection of unique elements.\n | \n | Methods defined here:\n | \n | __and__(self, value, /)\n | Return self&value.\n | \n | __contains__(...)\n | x.__contains__(y) <==> y in x.\n | \n | __eq__(self, value, /)\n | Return self==value.\n | \n | __ge__(self, value, /)\n | Return self>=value.\n | \n | __getattribute__(self, name, /)\n | Return getattr(self, name).\n | \n | __gt__(self, value, /)\n | Return self>value.\n | \n | __iand__(self, value, /)\n | Return self&=value.\n | \n | __init__(self, /, *args, **kwargs)\n | Initialize self. See help(type(self)) for accurate signature.\n | \n | __ior__(self, value, /)\n | Return self|=value.\n | \n | __isub__(self, value, /)\n | Return self-=value.\n | \n | __iter__(self, /)\n | Implement iter(self).\n | \n | __ixor__(self, value, /)\n | Return self^=value.\n | \n | __le__(self, value, /)\n | Return self<=value.\n | \n | __len__(self, /)\n | Return len(self). | Return len(self).\n | \n | __lt__(self, value, /)\n | Return self<value.\n | \n | __ne__(self, value, /)\n | Return self!=value.\n | \n | __new__(*args, **kwargs) from builtins.type\n | Create and return a new object. See help(type) for accurate signature.\n | \n | __or__(self, value, /)\n | Return self|value.\n | \n | __rand__(self, value, /)\n | Return value&self.\n | \n | __reduce__(...)\n | Return state information for pickling.\n | \n | __repr__(self, /)\n | Return repr(self).\n | \n | __ror__(self, value, /)\n | Return value|self.\n | \n | __rsub__(self, value, /)\n | Return value-self.\n | \n | __rxor__(self, value, /)\n | Return value^self.\n | \n | __sizeof__(...)\n | S.__sizeof__() -> size of S in memory, in bytes\n | \n | __sub__(self, value, /)\n | Return self-value.\n | \n | __xor__(self, value, /)\n | Return self^value.\n | \n | add(...)\n | Add an element to a set.\n | \n | This has no effect if the element is already present.\n | \n | clear(...)\n | Remove all elements from this set.\n | \n | copy(...)\n | Return a shallow copy of a set.\n | \n | difference(...)\n | Return the difference of two or more sets as a new set.\n | \n | (i.e. all elements that are in this set but not the others.)\n | \n | difference_update(...)\n | Remove all elements of another set from this set.\n | \n | discard(...)\n | Remove an element from a set if it is a member.\n | \n | If the element is not a member, do nothing.\n | \n | intersection(...)\n | Return the intersection of two sets as a new set.\n | \n | (i.e. all elements that are in both sets.)\n | \n | intersection_update(...)\n | Update a set with the intersection of itself and another.\n | In [177]:\nsignals\n[\n0\n]\nIn [180]:\nnext\n(\niter\n(\nsignals\n))\nIn [173]:\nlist\n(\nsignals\n)[\n0\n]\nUnpacking variables\n | \n | isdisjoint(...)\n | Return True if two sets have a null intersection.\n | \n | issubset(...)\n | Report whether another set contains this set.\n | \n | issuperset(...)\n | Report whether this set contains another set.\n | \n | pop(...)\n | Remove and return an arbitrary set element.\n | Raises KeyError if the set is empty.\n | \n | remove(...)\n | Remove an element from a set; it must be a member.\n | \n | If the element is not a member, raise a KeyError.\n | \n | symmetric_difference(...)\n | Return the symmetric difference of two sets as a new set.\n | \n | (i.e. all elements that are in exactly one of the sets.)\n | \n | symmetric_difference_update(...)\n | Update a set with the symmetric difference of itself and another.\n | \n | union(...)\n | Return the union of sets as a new set.\n | \n | (i.e. all elements that are in either set.)\n | \n | update(...)\n | Update a set with the union of itself and others.\n | \n | ----------------------------------------------------------------------\n | Data and other attributes defined here:\n | \n | __hash__ = None\n---------------------------------------------------------------------------\nTypeError\n Traceback (most recent call last)\n<ipython-input-177-6c9ebb69209b>\n in \n<module>\n----> 1\n \nsignals\n[\n0\n]\nTypeError\n: 'set' object does not support indexing\nOut[180]:\n'I_MEAS'\nOut[173]:\n'I_MEAS' In [182]:\nfirst\n,\n \nsecond\n \n=\n \n[\n1\n,\n \n2\n]\nprint\n(\nfirst\n,\n \nsecond\n)\nIn [183]:\nfirst\n,\n \nsecond\n \n=\n \n(\n1\n,\n \n2\n)\nprint\n(\nfirst\n,\n \nsecond\n)\nIn [184]:\nfirst\n,\n \nsecond\n \n=\n \n{\n1\n,\n \n2\n}\nprint\n(\nfirst\n,\n \nsecond\n)\nIn [185]:\nemployees\n \n=\n \n[(\n111\n,\n \n'John'\n),\n \n(\n123\n,\n \n'Emily'\n),\n \n(\n232\n,\n \n'David'\n),\n \n(\n100\n,\n \n'Mark'\n),\n \n(\n1\n,\n \n'Andrew'\n)]\nfor\n \nemployee_id\n,\n \nemployee_name\n \nin\n \nemployees\n:\n \nprint\n(\nemployee_id\n,\n \nemployee_name\n)\n3.4. Dictionaries\nIn [186]:\nempty_set\n \n=\n \n{}\ntype\n(\nempty_set\n)\nIn [187]:\nempty_set\n \n=\n \nset\n()\ntype\n(\nempty_set\n)\nIn [188]:\nmy_dict\n \n=\n \n{\n'a'\n:\n \n1\n,\n \n'b'\n:\n \n2\n,\n \n'c'\n:\n \n3\n,\n \n'd'\n:\n \n4\n}\nmy_dict\n---------------------------------------------------------------------------\nValueError\n Traceback (most recent call last)\n<ipython-input-182-07dd77cb2d66>\n in \n<module>\n----> 1\n \nfirst\n,\n second \n=\n \n[\n1\n,\n \n2\n,\n \n3\n]\n 2\n print\n(\nfirst\n,\n second\n)\nValueError\n: too many values to unpack (expected 2)\n1 2\n1 2\n111 John\n123 Emily\n232 David\n100 Mark\n1 Andrew\nOut[186]:\ndict\nOut[187]:\nset\nOut[188]:\n{'a': 1, 'b': 2, 'c': 3, 'd': 4} In [189]:\nmy_dict\n[\n'a'\n]\nIn [190]:\nfor\n \nkey\n \nin\n \nmy_dict\n:\n \nprint\n(\nkey\n)\nIn [191]:\nfor\n \nkey\n,\n \nvalue\n \nin\n \nmy_dict\n.\nitems\n():\n \nprint\n(\nkey\n,\n \nvalue\n)\nSummary of Python Containers\nFeature\nlist\ntuple\ndict\nset\nPurpose\nan ordered collection of variables\nan ordered collection of variables\nan ordered collection of key,value pairs\na collection of variables\nDuplication of values\nyes\nyes\nunique keys, duplicate values\nno\nMutability\nyes\nno\nyes\nno\nCreation\n[1,2,3]\n(1,2,3)\n{'a':1}\n{1,2,3}\nEmpty container\n[]\n()\n{}\nset()\nComprehension\n[x for x in range(5)]\ntuple((x for x in range(5)))\n{k: v for k,v in zip(['a'], [1])}\n{x for x in range(5)}\nAccessing element\nlst[0]\ntpl[0]\ndct['key']\nnot possible\n4. Functions\nIn [1]:\n# lambda functions\nf\n \n=\n \nlambda\n \nx\n:\n \nx\n**\n2\nf\n(\n2\n)\nIn [31]:\ndef\n \nf\n(\nx\n):\n \nreturn\n \nx\n**\n2\nf\n(\n2\n)\n4.1. Arguments\nOut[189]:\n1\na\nb\nc\nd\na 1\nb 2\nc 3\nd 4\nOut[1]:\n4\nOut[31]:\n4 In [2]:\ndef\n \nf\n(\na\n,\n \nb\n,\n \nc\n=\n3\n):\n \nreturn\n \na\n+\nb\n+\nc\nf\n(\n1\n,\n2\n)\nIn [3]:\nf\n(\n1\n,\n2\n,\n \n4\n)\nIf the number of arguments matches, one can pass a list\nIn [5]:\nlst\n \n=\n \n[\n1\n,\n2\n,\n3\n]\nf\n(\n*\nlst\n)\nor a dictionary (provided that key names match the argument names) - very useful for methods with multiple arguments, e.g., plotting,\nquerying databases, etc.\nIn [6]:\ndct\n \n=\n \n{\n'a'\n:\n \n1\n,\n \n'b'\n:\n \n2\n,\n \n'c'\n:\n \n3\n}\nf\n(\n**\ndct\n)\nIn [ ]:\nquery_params\n \n=\n \n{\n'db'\n:\n \n\"NXCALS\"\n,\n \n\"signal\"\n:\n \n\"I_MEAS\"\n,\n \n\"t_start\"\n:\n \n\"today\"\n,\n \n\"t_end\"\n:\n \n\"tomorrow\"\n}\ncall_db\n(\n**\nquery_params\n)\nquery_params\n[\n'db'\n]\n \n=\n \n'PM'\ncall_db\n(\n**\nquery_params\n)\nDefault argument values\nIn [8]:\ndef\n \nf\n(\na\n,\n \nb\n,\n \nd\n,\n \nc\n=\n3\n):\n \nreturn\n \na\n+\nb\n+\nc\n+\nd\nIn [15]:\ndef\n \nf\n(\n*\nargs\n):\n \nprint\n(\nlen\n(\nargs\n))\n \nreturn\n \nargs\n[\n0\n]\n*\nargs\n[\n1\n]\n*\nargs\n[\n2\n]\nf\n(\n1\n,\n \n10\n,\n \n'a'\n)\nOut[2]:\n6\nOut[3]:\n7\nOut[5]:\n6\nOut[6]:\n6\n3\nOut[15]:\n'aaaaaaaaaa' In [38]:\ndef\n \nf\n(\n**\nkwargs\n):\n \nreturn\n \nkwargs\n[\n'a'\n]\n \n+\n \nkwargs\n[\n'b'\n]\nf\n(\na\n=\n1\n,\n \nb\n=\n2\n,\n \nc\n=\n3\n)\nIn [17]:\ndef\n \nf\n(\narg\n,\n \n*\nargs\n,\n \n**\nkwargs\n):\n \nreturn\n \narg\n \n+\n \nsum\n(\nargs\n)\n \n+\n \nkwargs\n[\n'f'\n]\nf\n(\n1\n,\n \n2\n,\n \n3\n,\n \n4\n,\n \n5\n,\n \nf\n=\n6\n)\nIn [18]:\ndef\n \nf\n(\na\n,\n \nb\n,\n \n*\n,\n \nc\n):\n \nreturn\n \na\n+\nb\n+\nc\nf\n(\n1\n,\n2\n,\n3\n)\nIn [19]:\nf\n(\n1\n,\n2\n,\nscaling\n=\n3\n)\nA function passed as an argument\nIn [20]:\ndef\n \nf\n(\nx\n):\n \nreturn\n \nx\n**\n2\ndef\n \ng\n(\nfunc\n,\n \nx\n):\n \nreturn\n \nfunc\n(\nx\n)\ng\n(\nf\n,\n2\n)\nA function can return multiple values, in fact it returns a tuple\nIn [23]:\ndef\n \nf\n():\n \nreturn\n \n'a'\n,\n \n'b'\n,\n \n's'\nf\n()\nOut[38]:\n3\nOut[17]:\n21\n---------------------------------------------------------------------------\nTypeError\n Traceback (most recent call last)\n<ipython-input-18-ff89bb262ade>\n in \n<module>\n 1\n \ndef\n f\n(\na\n,\n b\n,\n \n*\n,\n c\n)\n:\n 2\n \nreturn\n a\n+\nb\n+\nc\n----> 3\n \nf\n(\n1\n,\n2\n,\n3\n)\nTypeError\n: f() takes 2 positional arguments but 3 were given\nOut[19]:\n6\nOut[20]:\n4\nOut[23]:\n('a', 'b', 's') In [32]:\nfirst\n \n=\n \nlist\n(\nf\n())\n# print(first)\n# print(second)\nIn [33]:\nfirst\n[\n1\n]\n \n=\n \n2\nIn [34]:\nfirst\n4.2. Recursion\nFactorial of an integer $n$ is given as: \\begin{equation} n! = n*(n-1)*(n-2)*(n-3)* ... * 3 * 2 * 1 \n\\end{equation} For example: \\begin{equation}\n5! = 5 * 4 * 3 * 2 * 1 = 120 \\end{equation}\nIn [37]:\ndef\n \nfactorial\n(\nn\n):\n \nif\n \nn\n \n==\n \n1\n:\n \nreturn\n \n1\n \nelse\n:\n \nreturn\n \nn\n*\nfactorial\n(\nn\n-\n1\n)\nfactorial\n(\n3\n)\nIn [38]:\nfactorial\n(\n5\n)\nIn [39]:\nfactorial\n(\n-\n1\n)\nOut[34]:\n['a', 2, 's']\nOut[37]:\n6\nOut[38]:\n120\nERROR:root:Internal Python error in the inspect module.\nBelow is the traceback from this internal error. In [42]:\ndef\n \nfactorial\n(\nn\n):\n \nif\n \nnot\n \nisinstance\n(\nn\n,\n \nint\n)\n \nor\n \nn\n \n<=\n \n0\n:\n \nraise\n \nValueError\n(\n\"Argument is not a positive integer\"\n)\n \n \nif\n \nn\n \n==\n \n1\n:\n \nreturn\n \n1\n \nelse\n:\n \nreturn\n \nn\n*\nfactorial\n(\nn\n-\n1\n)\nfactorial\n(\n5\n)\nTraceback (most recent call last):\n File \"/usr/local/lib/swan/IPython/core/interactiveshell.py\", line 3326, in run_code\n exec(code_obj, self.user_global_ns, self.user_ns)\n File \"<ipython-input-39-5aae425d6a8b>\", line 1, in <module>\n factorial(-1)\n File \"<ipython-input-37-0017e71e028e>\", line 5, in factorial\n return n*factorial(n-1)\n File \"<ipython-input-37-0017e71e028e>\", line 5, in factorial\n return n*factorial(n-1)\n File \"<ipython-input-37-0017e71e028e>\", line 5, in factorial\n return n*factorial(n-1)\n [Previous line repeated 2967 more times]\n File \"<ipython-input-37-0017e71e028e>\", line 2, in factorial\n if n == 1:\nRecursionError: maximum recursion depth exceeded in comparison\nDuring handling of the above exception, another exception occurred:\nTraceback (most recent call last):\n File \"/usr/local/lib/swan/IPython/core/interactiveshell.py\", line 2040, in showtraceback\n stb = value._render_traceback_()\nAttributeError: 'RecursionError' object has no attribute '_render_traceback_'\nDuring handling of the above exception, another exception occurred:\nTraceback (most recent call last):\n File \"/cvmfs/sft.cern.ch/lcg/releases/Python/3.6.5-f74f0/x86_64-centos7-gcc8-opt/lib/python3.6/genericpath.p\ny\", line 19, in exists\n os.stat(path)\nFileNotFoundError: [Errno 2] No such file or directory: '<ipython-input-37-0017e71e028e>'\nDuring handling of the above exception, another exception occurred:\nTraceback (most recent call last):\n File \"/usr/local/lib/swan/IPython/core/ultratb.py\", line 1101, in get_records\n return _fixed_getinnerframes(etb, number_of_lines_of_context, tb_offset)\n File \"/usr/local/lib/swan/IPython/core/ultratb.py\", line 319, in wrapped\n return f(*args, **kwargs)\n File \"/usr/local/lib/swan/IPython/core/ultratb.py\", line 353, in _fixed_getinnerframes\n records = fix_frame_records_filenames(inspect.getinnerframes(etb, context))\n File \"/cvmfs/sft.cern.ch/lcg/releases/Python/3.6.5-f74f0/x86_64-centos7-gcc8-opt/lib/python3.6/inspect.py\",\n \nline 1483, in getinnerframes\n frameinfo = (tb.tb_frame,) + getframeinfo(tb, context)\n File \"/cvmfs/sft.cern.ch/lcg/releases/Python/3.6.5-f74f0/x86_64-centos7-gcc8-opt/lib/python3.6/inspect.py\",\n \nline 1441, in getframeinfo\n filename = getsourcefile(frame) or getfile(frame)\n File \"/cvmfs/sft.cern.ch/lcg/releases/Python/3.6.5-f74f0/x86_64-centos7-gcc8-opt/lib/python3.6/inspect.py\",\n \nline 693, in getsourcefile\n if os.path.exists(filename):\n File \"/cvmfs/sft.cern.ch/lcg/releases/Python/3.6.5-f74f0/x86_64-centos7-gcc8-opt/lib/python3.6/genericpath.p\ny\", line 19, in exists\n os.stat(path)\nKeyboardInterrupt\n---------------------------------------------------------------------------\nOut[42]:\n120 Flattening a nested list\nIn [50]:\ndef\n \nflatten_nested_lists\n(\nx\n):\n \nresult\n \n=\n \n[]\n \nfor\n \nel\n \nin\n \nx\n:\n \nif\n \nisinstance\n(\nel\n,\n \n(\nlist\n,\n \ntuple\n)):\n \nresult\n.\nextend\n(\nflatten_nested_lists\n(\nel\n))\n \nelse\n:\n \nresult\n.\nappend\n(\nel\n)\n \nreturn\n \nresult\nIn [51]:\nlst1\n \n=\n \n[\n1\n]\nlst2\n \n=\n \n[\n1\n,\n \n2\n]\nlst1\n.\nappend\n(\nlst2\n)\nlst1\nIn [51]:\nlst\n \n=\n \n[\n1\n,\n \n2\n,\n \n[\n3\n,\n4\n],\n \n[\n5\n,\n \n[\n6\n,\n \n7\n]]]\nflatten_nested_lists\n(\nlst\n)\nFibonacci\nIn [52]:\ndef\n \nfib\n(\nn\n):\n \nif\n \nn\n \n==\n \n0\n:\n \nreturn\n \n0\n \nelif\n \nn\n \n==\n \n1\n:\n \nreturn\n \n1\n \nelse\n:\n \nreturn\n \nfib\n(\nn\n-\n1\n)\n \n+\n \nfib\n(\nn\n-\n2\n)\n[\nfib\n(\ni\n)\n \nfor\n \ni\n \nin\n \nrange\n(\n6\n)]\nHow many times do we calculate fib(3)?\n---------------------------------------------------------------------------\nTypeError\n Traceback (most recent call last)\n<ipython-input-51-d821110e9bc8>\n in \n<module>\n 1\n lst1 \n=\n \n[\n1\n]\n 2\n lst2 \n=\n \n[\n1\n,\n \n2\n]\n----> 3\n \nlst1\n.\nappend\n(\n*\nlst2\n)\n 4\n lst1\nTypeError\n: append() takes exactly one argument (2 given)\nOut[51]:\n[1, 2, 3, 4, 5, 6, 7]\nOut[52]:\n[0, 1, 1, 2, 3, 5] In [56]:\narguments\n \n=\n \n[]\ndef\n \nfib\n(\nn\n):\n \narguments\n.\nappend\n(\nn\n)\n \nif\n \nn\n \n==\n \n0\n:\n \nreturn\n \n0\n \nelif\n \nn\n \n==\n \n1\n:\n \nreturn\n \n1\n \nelse\n:\n \nreturn\n \nfib\n(\nn\n-\n1\n)\n \n+\n \nfib\n(\nn\n-\n2\n)\nx\n \n=\n \n[\nfib\n(\ni\n)\n \nfor\n \ni\n \nin\n \nrange\n(\n6\n)]\nprint\n(\nx\n)\nIn [58]:\ncounts\n \n=\n \n{\ni\n:\n \narguments\n.\ncount\n(\ni\n)\n \nfor\n \ni\n \nin\n \nrange\n(\nmax\n(\narguments\n)\n+\n1\n)}\ncounts\nIn [59]:\nsum\n(\ncounts\n.\nvalues\n())\n4.3. Memoization\nIn computing, memoization or memoisation is an optimization technique used primarily to speed up computer programs by storing the results\nof expensive function calls and returning the cached result when the same inputs occur again.\nsource: \nhttps://en.wikipedia.org/wiki/Memoization\n (https://en.wikipedia.org/wiki/Memoization)\nIn [60]:\n# Memoization for Fibonacci\n# Fibonacci\nmemo\n \n=\n \n{\n0\n:\n0\n,\n \n1\n:\n1\n}\narguments\n \n=\n \n[]\ndef\n \nfib\n(\nn\n):\n \narguments\n.\nappend\n(\nn\n)\n \nif\n \nn\n \nnot\n \nin\n \nmemo\n:\n \nmemo\n[\nn\n]\n \n=\n \nfib\n(\nn\n-\n1\n)\n \n+\n \nfib\n(\nn\n-\n2\n)\n \nreturn\n \nmemo\n[\nn\n]\n[\nfib\n(\ni\n)\n \nfor\n \ni\n \nin\n \nrange\n(\n6\n)]\nIn [63]:\ncounts\n \n=\n \n{\ni\n:\n \narguments\n.\ncount\n(\ni\n)\n \nfor\n \ni\n \nin\n \nrange\n(\nmax\n(\narguments\n)\n+\n1\n)}\ncounts\n[0, 1, 1, 2, 3, 5]\nOut[58]:\n{0: 8, 1: 12, 2: 7, 3: 4, 4: 2, 5: 1}\nOut[59]:\n34\nOut[60]:\n[0, 1, 1, 2, 3, 5]\nOut[63]:\n{0: 2, 1: 3, 2: 3, 3: 3, 4: 2, 5: 1} In [62]:\nsum\n(\ncounts\n.\nvalues\n())\n4.5. Decorators\nDecorators are functions dedicated to enhance functionality of a given function, e.g., check parameter inputs, format input\nIn [59]:\ndef\n \nargument_test_natural_number\n(\nf\n):\n \ndef\n \nhelper\n(\nx\n):\n \nif\n \ntype\n(\nx\n)\n \nis\n \nint\n \nand\n \nx\n \n>\n \n0\n:\n \nreturn\n \nf\n(\nx\n)\n \nelse\n:\n \nraise\n \nException\n(\n\"Argument is not an integer\"\n)\n \nreturn\n \nhelper\ndef\n \nfactorial\n(\nn\n):\n \nif\n \nn\n \n==\n \n1\n:\n \nreturn\n \n1\n \nelse\n:\n \nreturn\n \nn\n*\nfactorial\n(\nn\n-\n1\n)\n \nfactorial\n \n=\n \nargument_test_natural_number\n(\nfactorial\n)\nfactorial\n(\n3\n)\nIn [60]:\nfactorial\n(\n-\n1\n)\nOut[62]:\n14\nOut[59]:\n6\n---------------------------------------------------------------------------\nException\n Traceback (most recent call last)\n<ipython-input-60-5aae425d6a8b>\n in \n<module>\n----> 1\n \nfactorial\n(\n-\n1\n)\n<ipython-input-59-74d7cacc5284>\n in \nhelper\n(x)\n 4\n \nreturn\n f\n(\nx\n)\n 5\n \nelse\n:\n----> 6\n \nraise\n Exception\n(\n\"Argument is not an integer\"\n)\n 7\n \nreturn\n helper\n 8\n \nException\n: Argument is not an integer In [64]:\ndef\n \nargument_test_natural_number\n(\nf\n):\n \ndef\n \nhelper\n(\nx\n):\n \nif\n \ntype\n(\nx\n)\n \nis\n \nint\n \nand\n \nx\n \n>\n \n0\n:\n \nreturn\n \nf\n(\nx\n)\n \nelse\n:\n \nraise\n \nException\n(\n\"Argument is not an integer\"\n)\n \nreturn\n \nhelper\n@argument_test_natural_number\ndef\n \nfactorial\n(\nn\n):\n \nif\n \nn\n \n==\n \n1\n:\n \nreturn\n \n1\n \nelse\n:\n \nreturn\n \nn\n*\nfactorial\n(\nn\n-\n1\n)\n \nfactorial\n(\n3\n)\nIn [65]:\nfactorial\n(\n-\n1\n)\nIn [66]:\ndef\n \nsum_aritmetic_series\n(\nn\n):\n \nreturn\n \nn\n*\n(\nn\n+\n1\n)\n/\n2\nsum_aritmetic_series\n(\n2\n)\nIn [67]:\nsum_aritmetic_series\n(\n1.5\n)\nIn [68]:\n@argument_test_natural_number\ndef\n \nsum_aritmetic_series\n(\nn\n):\n \nreturn\n \nn\n*\n(\nn\n-\n1\n)\n/\n2\nsum_aritmetic_series\n(\n2\n)\nOut[64]:\n6\n---------------------------------------------------------------------------\nException\n Traceback (most recent call last)\n<ipython-input-65-5aae425d6a8b>\n in \n<module>\n----> 1\n \nfactorial\n(\n-\n1\n)\n<ipython-input-64-61c7137e6453>\n in \nhelper\n(x)\n 4\n \nreturn\n f\n(\nx\n)\n 5\n \nelse\n:\n----> 6\n \nraise\n Exception\n(\n\"Argument is not an integer\"\n)\n 7\n \nreturn\n helper\n 8\n \nException\n: Argument is not an integer\nOut[66]:\n3.0\nOut[67]:\n1.875\nOut[68]:\n1.0 In [69]:\nsum_aritmetic_series\n(\n1.5\n)\nFixing the Fibonacci series\nIn [70]:\ndef\n \nmemoize\n(\nf\n):\n \nmemo\n \n=\n \n{}\n \ndef\n \nhelper\n(\nn\n):\n \nif\n \nn\n \nnot\n \nin\n \nmemo\n:\n \nmemo\n[\nn\n]\n \n=\n \nf\n(\nn\n)\n \nreturn\n \nmemo\n[\nn\n]\n \nreturn\n \nhelper\narguments\n \n=\n \n[]\n@memoize\ndef\n \nfib\n(\nn\n):\n \narguments\n.\nappend\n(\nn\n)\n \nif\n \nn\n \n==\n \n0\n:\n \nreturn\n \n0\n \nelif\n \nn\n \n==\n \n1\n:\n \nreturn\n \n1\n \nelse\n:\n \nreturn\n \nfib\n(\nn\n-\n1\n)\n \n+\n \nfib\n(\nn\n-\n2\n)\n[\nfib\n(\ni\n)\n \nfor\n \ni\n \nin\n \nrange\n(\n6\n)]\nIn [71]:\ncounts\n \n=\n \n{\ni\n:\n \narguments\n.\ncount\n(\ni\n)\n \nfor\n \ni\n \nin\n \nrange\n(\nmax\n(\narguments\n)\n+\n1\n)}\ncounts\nIn [72]:\nsum\n(\ncounts\n.\nvalues\n())\nThere is a built-in cache decorator\n---------------------------------------------------------------------------\nException\n Traceback (most recent call last)\n<ipython-input-69-16581ed0c766>\n in \n<module>\n----> 1\n \nsum_aritmetic_series\n(\n1.5\n)\n<ipython-input-64-61c7137e6453>\n in \nhelper\n(x)\n 4\n \nreturn\n f\n(\nx\n)\n 5\n \nelse\n:\n----> 6\n \nraise\n Exception\n(\n\"Argument is not an integer\"\n)\n 7\n \nreturn\n helper\n 8\n \nException\n: Argument is not an integer\nOut[70]:\n[0, 1, 1, 2, 3, 5]\nOut[71]:\n{0: 1, 1: 1, 2: 1, 3: 1, 4: 1, 5: 1}\nOut[72]:\n6 In [ ]:\n# built-in least-recently used cache decorator\nimport\n \nfunctools\n@functools\n.\nlru_cache\n(\nmaxsize\n=\n128\n,\n \ntyped\n=\nFalse\n)\ndef\n \nfib\n(\nn\n):\n \nif\n \nn\n \n<\n \n2\n:\n \nreturn\n \nelse\n:\n \nreturn\n \nfib\n(\nn\n-\n1\n)\n \n+\n \nfib\n(\nn\n-\n2\n)\n4.4. Static variables\nIn [73]:\n# Exercise\n# - write a decorator counting the number of times a function was called\n# - the same but for a varying number of parameters and keyword-arguments\ndef\n \ncounter\n(\nfunc\n):\n \n# first define function\n \ndef\n \nhelper\n(\nx\n,\n \n*\nargs\n,\n \n**\nkwargs\n):\n \nhelper\n.\ncount\n \n+=\n \n1\n \nreturn\n \nfunc\n(\nx\n,\n \n*\nargs\n,\n \n**\nkwargs\n)\n \n# return function as it is\n \n# then, define an attribute to be incremented with every call\n \n# this attribute behaves like a static variable\n \n# helper exist only after the function definition. Once defined, then we can attach an attribute\n \nhelper\n.\ncount\n \n=\n \n0\n \n \nreturn\n \nhelper\n@counter\ndef\n \nfun\n(\nx\n):\n \nreturn\n \nx\nfun\n(\n1\n)\nfun\n(\n2\n)\nfun\n(\n3\n)\nfun\n.\ncount\n4.6. Generators\nIn [74]:\ns\n \n=\n \n\"Python\"\nitero\n \n=\n \niter\n(\ns\n)\nitero\n# what I write is:\n# for char in s:\n# what python does:\n# for char in iter(s)\n# in fact it is a while loop until stop is reached\nIn [75]:\nnext\n(\nitero\n)\nOut[73]:\n3\nOut[74]:\n<str_iterator at 0x7f4675fb7f28>\nOut[75]:\n'P' In [76]:\nnext\n(\nitero\n)\nIn [77]:\nnext\n(\nitero\n)\nIn [78]:\nnext\n(\nitero\n)\nIn [79]:\nnext\n(\nitero\n)\nIn [80]:\nnext\n(\nitero\n)\nIn [81]:\nnext\n(\nitero\n)\nOwn generator\nIn [87]:\ndef\n \nabc_generator\n():\n \nyield\n \n\"a\"\n \nyield\n \n\"b\"\n \nyield\n \n\"c\"\n \nx\n \n=\n \nabc_generator\n()\n \n# we call like a function. A function returns an object\n \nfor\n \ni\n \nin\n \nx\n:\n \nprint\n(\ni\n)\nOut[76]:\n'y'\nOut[77]:\n't'\nOut[78]:\n'h'\nOut[79]:\n'o'\nOut[80]:\n'n'\n---------------------------------------------------------------------------\nStopIteration\n Traceback (most recent call last)\n<ipython-input-81-bc7ed7acd9c9>\n in \n<module>\n----> 1\n \nnext\n(\nitero\n)\nStopIteration\n:\n \na\nb\nc In [86]:\nnext\n(\nx\n)\nIn [80]:\n# print(next(x)) <-- yield \"a\"\n# print(next(x)) <-- yield \"b\"\n# print(next(x)) <-- yield \"c\"\n# this is a co-process. This function creates a code waiting to be executed, when we assign x = abc_generator(\n)\n# after it reaches a yield, it returns value and stops. Then next is positioned fter the yield.x\nx\n \n=\n \nabc_generator\n()\nprint\n(\nnext\n(\nx\n))\nprint\n(\nnext\n(\nx\n))\nprint\n(\nnext\n(\nx\n))\nprint\n(\nnext\n(\nx\n))\nA function is also a single-value generator\nIn [88]:\ndef\n \nabc_generator\n():\n \nreturn\n \n\"a\"\nx\n \n=\n \nabc_generator\n()\nfor\n \ni\n \nin\n \nx\n:\n \nprint\n(\ni\n)\n# works, because the returned value is iterable\nIn [82]:\ntype\n(\nabc_generator\n())\nIn [83]:\ndef\n \nabc_generator\n():\n \nfor\n \nchar\n \nin\n \n[\n\"a\"\n,\n \n\"b\"\n,\n \n\"c\"\n]:\n \nyield\n \nchar\nfor\n \ni\n \nin\n \nabc_generator\n():\n \nprint\n(\ni\n)\n---------------------------------------------------------------------------\nStopIteration\n Traceback (most recent call last)\n<ipython-input-86-92de4e9f6b1e>\n in \n<module>\n----> 1\n \nnext\n(\nx\n)\nStopIteration\n:\n \na\nb\nc\n---------------------------------------------------------------------------\nStopIteration\n Traceback (most recent call last)\n<ipython-input-80-e58ce091c0f7>\n in \n<module>\n 8\n print\n(\nnext\n(\nx\n)\n)\n 9\n print\n(\nnext\n(\nx\n)\n)\n---> 10\n \nprint\n(\nnext\n(\nx\n)\n)\nStopIteration\n:\n \na\nOut[82]:\nstr\na\nb\nc In [85]:\ntype\n(\nabc_generator\n())\nIn [ ]:\n# Generate a pi value\n# pi/4 = 1 - 1/3 + 1/5 - 1/7\ndef\n \npi_series\n():\n \nsum\n \n=\n \n0\n \ni\n \n=\n \n1.0\n \nj\n \n=\n \n1\n \nwhile\n \nTrue\n:\n \nsum\n \n=\n \nsum\n \n+\n \nj\n/\ni\n \nyield\n \n4\n*\nsum\n \ni\n \n=\n \ni\n \n+\n \n2\n \nj\n \n=\n \nj\n \n*\n \n-\n1\n# runs forever\n# we can break with a counter, but it is not a good idea\nfor\n \ni\n \nin\n \npi_series\n():\n \nprint\n(\ni\n)\nIn [ ]:\ndef\n \nfirstn\n(\ng\n,\n \nn\n):\n \nfor\n \ni\n \nin\n \nrange\n(\nn\n):\n \nyield\n \nnext\n(\ng\n)\n \nprint\n(\nlist\n(\nfirstn\n(\npi_series\n(),\n \n8\n)))\n4.7. Context Manager\nIs used to allocate and release some sort of resource when we need it.\nWhich means that before we start a block we open e.g. a file, and when we are going out, the file is automatically released.\nIf we don't close, it remains open in a file system. Closing a program, it would close. A good practice is to always close.\nWith context managers, the benefit is no need to close.\nThe issue is with the exceptions. With with, the exception is caught and handled.\nContext manager is a general concept. The concept is as follows.\nwith device():\nbefore:\n1. check device\n2. start device\nwe enter the block:\n1. we do something\nafter:\n1. we execute stop block\nin case of exceptions we are sure that the after part will be executed.\nIn [ ]:\nimport\n \ncsv\nwith\n \nopen\n(\n'example.txt'\n,\n \n'w'\n)\n \nas\n \nout\n:\n \ncsv_out\n \n=\n \ncsv\n.\nwriter\n(\nout\n)\n \ncsv_out\n.\nwriterow\n([\n'date'\n,\n \n'# events'\n])\nOut[85]:\ngenerator In [ ]:\nfrom\n \ncontextlib\n \nimport\n \ncontextmanager\n@contextmanager\ndef\n \ndevice\n():\n \nprint\n(\n\"Check device\"\n)\n \ndevice_state\n \n=\n \nTrue\n \nprint\n(\n\"Start device\"\n)\n \nyield\n \ndevice_state\n \n# the block after with is executed\n \nprint\n(\n\"Stop device\"\n)\nwith\n \ndevice\n()\n \nas\n \nstate\n:\n \nprint\n(\n\"State is \"\n,\n \nstate\n)\n \nprint\n(\n\"Device is running!\"\n)\n5. Exception handling\nException handling\nIt is easier to ask for forgiveness than for permission\nE.g.\nif fileexisits(file_name):\n txt = open(file_name).read()\nWe first check if the file exists, then in the next step we fetch the file - two operations (asking for permission)\nWe can try to read, if it is there we are good, otherwise it raises an exception - single operation (asking for forgiveness)\ntry:\n txt = open(file_name)\nexcept Exception as e:\n txt = \"\"\nIn [ ]:\nwhile\n \nTrue\n:\n \ntry\n:\n \nx\n \n=\n \nint\n(\ninput\n(\n\"Please enter a number: \"\n))\n \nbreak\n \nexcept\n \nValueError\n \nas\n \nerr\n:\n \nprint\n(\n\"Error message: \"\n,\n \nerr\n)\n \nprint\n(\n\"No valid number. Try again\"\n)\ntry:\n some code\nexcept ZeroDivisionError:\n some code\n there could be a raise here\nexcept FooError:\n some code\nexcept BarError:\n some code\nfinally:\n some code executed always In [ ]:\n# Finally is executed always\ntry\n:\n \nx\n \n=\n \nfloat\n(\ninput\n(\n\"Your number: \"\n))\n \ninverse\n \n=\n \n10\n/\nx\nexcept\n \nValueError\n \nas\n \nerr\n:\n \nprint\n(\n\"Error message: \"\n,\n \nerr\n)\n \nprint\n(\n\"No valid number. Try again\"\n)\nfinally\n:\n \nprint\n(\n\"There may or may not have been an exception.\"\n)\nprint\n(\n\"The inverse: \"\n,\n \ninverse\n)\nIn [ ]:\n# assert\nx\n \n=\n \n5\ny\n \n=\n \n6\nassert\n \nx\n \n<\n \ny\n,\n \n\"x has to be smaller than y\""}...
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{"status": "completed", "conte {"status": "completed", "content": "8500 Blackfoot Trl SE #250\nmpi-mm\nCalgary, AB, T2J 7E1\nTel: 4038797911 | Fax: 4038797899\nDate 12/29/25 Chart No: A43819\n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0\nDr. David White\nFax: 4032354147\nRe: Div Kash\nPHN: 578788877\nDOB: 11 December 1998\nDear Dr. White\nI reviewed your patient today.\u00a0\nAs you know,\nALLERGIES:\nHe/She does not have any food or drug allergies.\nPAST MEDICAL HISTORY:\nHis/Her past medical history is significant for the following:\nCURRENT MEDICATION:\nHe/She is on the following medications:\n1. \u00a0\nPHYSICAL EXAMINATION:\nOn examination, he/she looks well. He/She weighs pounds/kg and is\u00a0 tall. His/Her body mass index is . His/Her\nbaseline blood pressure is 124/80 mmHg, pulse 64 bpm and regular Chest is clear. Normal heart sounds. No\ngallop rhythm or murmur.\nEXERCISE STRESS TEST:\nHe/She was stressed according to the Bruce protocol for about 9 minutes and 45 seconds, achieving 15 METs.\nHis/Her heart rate went up from a baseline of 94 to a maximum of 143, which represents 90% of his/her age-\npredicted heart rate. During stress and at peak exercise he/she had no dynamic ST-T changes. This is a negative\nexercise stress test.\u00a0\nINVESTIGATIONS:\nASSESSMENT AND PLAN:\nIn summary,\u00a0\nOnce again, thank you for giving us the chance to participate in the care of your patient.\u00a0\nYours sincerely,\nAhmed Saeed Alghamdi M.B.,Ch.B. , FRECP(C) , FACP , FACC , FASE\nPHN / ULI: 578788877 Report Date: 12/29/2025Page 1 of 2 AA/pjd\n\u00a0\nDICTATED BUT NOT READ TO AVOID DELAY\n\u00a0\nInformation contained in this communication may be confidential and is intended only for the use of the\nrecipient(s). If the reader of this message is not the intended recipient, you are hereby notified that any\ndissemination, distribution, or copying of this communication or any of its contents is strictly prohibited. If you\nreceived this communication in error, Please return it to the sender and contact Advanced Cardiology 403-235-\n4109.\nPage 2 of 2 PHN / ULI: 578788877 Report Date: 12/29/2025"}...
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{"status": "completed", "conte {"status": "completed", "content": "52 Castelfall way NEasdasdasd\ncalgary, asdsadsad, t3j1m7\nTel:1234567876 Fax:1234345676\n\u00a0\nDate: 05 November 2025\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 137186\n\u00a0\n\u00a0\nDr.\u00a0\nFax:\u00a0\n\u00a0\nRE:\u00a0\u00a0\nPHN:\nDOB:\u00a0MM/DD/YYYY\n\u00a0\nDear Dr. ,\u00a0\n\u00a0\nI had seen your patient XXXX in the Cardiology Clinic today. He is a 68-year-old gentleman who is known to have\ncoronary artery disease with a cardiac event in 2020. He had a stent put in at that time. Currently he is only\ntaking Aspirin. Previously he was labeled to be hypertensive, and was using Candesartan, and he stopped it four\nmonths ago when he changed his diet. He was also previously on a statin, which he stopped due to myalgia.\nHe is not diabetic, he has no stroke in the past. He is a non-smoker, he does not take alcohol. No marijuana or\nrecreational drug usage. This time interestingly since July 2025 he has changed his diet to completely carnivore.\nHe takes around two steaks a day, and takes around a dozen eggs a day. He does not take any carbohydrates,\nand he does not eat any vegetables.\nHe has noticed that he has lost weight, and body fat. He does not exercise routinely, but he can walk with no\nangina or heart failure symptoms.\nReview of systems was unremarkable.\nPHYSICAL EXAMINATION:\nOn examination unremarkable. Weight 180 lbs, height 5'10\". Blood pressure today was 118/70, heart rate 77\nbpm. Cardiac examination within normal limits.\nSTRESS TEST:\nHe was able to do 7 minutes 18 seconds on Bruce protocol, he was able to reach 100% of target heart rate. He\nhad non-specific ST changes, and he was able to do more than ten METS of workload. He had to stop due to\nfatigue, and target heart rate being achieved.\nHis stress test was labeled to be low risk.\nI have reassured him about his cardiac status, however I have raised concerns about him being carnivore and\ntaking only fat, and protein. I have suggested that he check his cholesterol under your kind guidance. He has not\nseen you for a while, but he will make an effort to see you in the coming weeks and months. I have told him to be\nvery cautious about his cholesterol level, especially if he is not taking a statin, and he previously had a cardiac\nevent. He will be seen by Dr. Kapoor next summer for another stress test, given his previous history of coronary\nartery disease.\nThank you for referring him for cardiology assessment.\nName: Div Kash | PHN: 666777888 | DOB: 12 Dec, 1998\nPage 1 of 2 Yours Sincerely,\nDr.\u00a0 \u00a0\nCardiologist\n\u00a0\nDictation file:\u00a0\nDICTATED BUT NOT READ TO AVOID DELAY\u00a0\n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0\nInformation contained in this communication may be confidential and is intended only for the use of the\nrecipient(s). If the reader of this message is not the intended recipient, you are hereby notified that any\ndissemination, distribution, or copying of this communication or any of its contents is strictly prohibited. If you\nreceived this communication in error, Please return it to the sender and contact Advanced Cardiology 403-235-\n4109.\ntest\nPage 2 of 2\nName: Div Kash | PHN: 666777888 | DOB: 12 Dec, 1998"}...
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{"status": "completed", "conte {"status": "completed", "content": "Div Kash (A4381909) DOB: 12/11/1998 Age: 27\nDate: Jan 21, 2026 Chart Note:\nBooked appointment for Pt.\nPrinted by Super Admin, 2026 at Jan 21, 2026 08:51:21 AM Page: 1"}...
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{"status": "completed", "conte {"status": "completed", "content": "Logo\nAdvanced Cardiology Consultants & Diagnostic Inc\n#250 8500 Blackfoot Trail SE\nCalgary, AB, T2J7E1\nTel: 403-879-7911 | Fax 403-879-7899\nDictation Letter\nDate: 1/6/2026 Chart No: A4381909\nPatient: Div Kash\nPhysician:\nSubject: Appointment Booking Confirmation MM\nInformation contained in this communication may be confidential and is intended only for the use of the recipient(s)..."}...
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{"status": "completed", "conte {"status": "completed", "content": "ABATACEPT for Polyarticular Juvenile \nIdiopathic Arthritis \nSPECIAL AUTHORIZATION REQUEST FORM \nPlease complete all required sections to allow your request to be processed. Patients may or may not meet eligibility requirements as established \nby Alberta Government sponsored drug programs. \nPATIENT INFORMATION COVERAGE TYPE\nPATIENT LAST NAME FIRST NAME INITIAL\n Alberta Blue Cross \n Alberta Human Services \n Other\nDATE OF BIRTH: YYYY/MM/DD ALBERTA PERSONAL HEALTH NUMBER\nSTREET ADDRESS CITY PROV POSTAL CODE ID /CLIENT/COVERAGE N UMBER \nPRESCRIBER INFORMATION \nPRESCRIBER LAST NAME FIRST NAME INITIAL PRESCRIBER PROFESSIONAL ASSOCIATION REGISTRATION \n CPSA \n CARNA \n ACP \n ACO \n ADA+C \n Other \nREGISTRATION NUMBER \nSTREET ADDRESS \nPHONE FAX \nCITY, PROVINCE \nPOSTAL CODE FAX NUMBER MUST BE PROVIDED WITH EACH REQUEST SUBMITTED \nPlease provide the following information for ALL requests \nDiagnosis \n Polyarticular Juvenile Idiopathic Arthritis \n Other ( please specify) ______________________ \nCurrent weight (kg) Dosage \nDosing frequency \nPlease provide reason if a switch from a different biologic agent to abatacept is requested \nNote: Patients will not be permitted to switch back to a previously trialed biologic agent if they were deemed unresponsive to ther apy \nCurrent ACR Pedi 30 FLARE score (provide for ALL requests) \nACR Pedi 30 RESPONSE score at 16 to 20 weeks after first dose \nof previous abatacept treatment (provide for RETREATMENT \nrequests) \nDate of assessment___________________________ \n1. R\nheumatologist global 4. No. of joints\na\nssessment (0-10) ___________ w\nith LROM ___________ \n2. P\natient global 5. CHA\nQ (0-3) ___________\nassessment (0-10) ___________\n3. No\n. of active joints* ___________ 6. ESR (mm/hr) ____ ______\n or CRP ______________\n*joints with swelling not due to deformity or joints with limitation of motion with pain,\ntenderness or both\nDate of assessment___________________________ \n1. R\nheumatologist global 4. No. of joints\na\nssessment (0-10) ___________\nwith LROM ___________ \n2. P\natient global 5. CHA\nQ (0-3) ___________\nassessment (0-10) ___________\n3. N\no. of active joints* ___________ 6. ESR (mm/hr) _____ _____\n or CRP ______________\n*joints with swelling not due to deformity or joints with limitation of motion with pain,\ntenderness or both\nPlease provide the following information for ALL NEW requests \nPrevious medications utilized: Dose, duration and response is required \n DMARD(s) (please specify agents) \n Adalimumab\n Etanercept \n Tocilizumab \n Other (please specify agent) \nAdditional information relating to request (e.g. reasons why any of the above therapies were not tried) \nPRESCRIBER'S SIGNATURE DATE Please forward this request to \nAlberta Blue Cross, Clinical Drug Services \n10009 108 Street NW, Edmonton, Alberta T5J 3C5 \nFAX: 780 498-8384 in Edmonton \u2022 1-877-828-4106 toll free all other areas \nONCE YOUR REQUEST HAS SUCCESSFULLY TRANSMITTED, PLEASE DO NOT MAIL OR RE-FAX YOUR REQUEST \nThe information on this form is being collected and pursuant to sections 20, 21 and 22 of the Health Information Act, and sec tions 33 and 34 of the Freedom of Information and \nProtection of Privacy Act, for the purposes of determining or verifying eligibility to participate in a program or receive a benefit, product or health service. If you have any questions \nregarding the collection or use of this information, please contact an Alberta Blue Cross privacy matters representative toll -free at 1-855-498-7302 or write to Privacy Matters, \nAlberta Blue Cross, 10009 108 Street, Edmonton AB T5J 3C5. \n \u00ae*The Blue Cross symbol and name are registered marks of the Canadian Association of Blue Cross Plans, an association of independent Blue Cross plans. Licensed to ABC \nBenefits Corporation for use in operating the Alberta Blue Cross Plan. \u00ae\u2020 Blue Shield is a registered trade- mark of the Blue Cross Blue Shield Association. \nABC 60010 (2016/10) \nKash\nDiv\n1998-12-11\n578788878\nMequanent\n52 Castlefall Way NE\nCaglary\nT3J1M7\ncalgary\nT1Y6L4\n1\n4036481926\nChoose Province\nTed"}...
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{"name": "dictations-2025_12_11_034247 {"name": "dictations-2025_12_11_034247.pdf", "content_type": "application/octet-stream", "size": 74664, "data": {"patient_id": "b3e7cc30-1ba8-11f0-b706-c183bb9a9165"}, "collection_name": "file-08959dc6-2f5f-4277-907e-c54969ecbc4a"}...
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{"status": "completed", "conte {"status": "completed", "content": "52 Castelfall way NEasdasdasd\ncalgary, asdsadsad, t3j1m7\nTel:1234567876 Fax:1234345676\nChart Number : A43819\nAaron, Stephen\nFax:\u00a0 \u00a05345435435345345435\n\u00a0\nRE:\u00a0Div Kash\nPHN:\u00a0666777888\nDOB:\u00a0\u00a02025-12-12\n\u00a0\u00a0\u00a0\nDear Aaron, Stephen,\n\u00a0\u00a0\u00a0\n\u00a0\n\u00a0\n\u00a0\u00a0\u00a0\n\u00a0\n\u00a0\n\u00a0\u00a0\u00a0\nxzcxzczxcz\n\u00a0\nYours Sincerely,\n\u00a0\n\u00a0\nDictation\u00a0file:\u00a0Super Admin\u00a0\n\u00a0\nDICTATED\u00a0BUT\u00a0NOT\u00a0READ\u00a0TO\u00a0AVOID\u00a0DELAY\u00a0\n\u00a0\nInformation\u00a0contained\u00a0in\u00a0this\u00a0communication\u00a0may\u00a0be\u00a0confidential\u00a0and\u00a0is\u00a0intended\u00a0only\u00a0for\u00a0the\u00a0use\u00a0of\u00a0the\u00a0recipient(s).\u00a0If\u00a0the\u00a0reader\u00a0of\u00a0this\u00a0message\u00a0is\u00a0not\u00a0the\u00a0intended\u00a0recipient,\u00a0you\u00a0are\u00a0hereby\u00a0notified\u00a0that\u00a0any\u00a0dissemination,\u00a0distribution,\u00a0or\u00a0copying\u00a0of\u00a0this\u00a0communication\u00a0or\u00a0any\u00a0of\u00a0its\u00a0contents\u00a0is\u00a0strictly\u00a0prohibited.\u00a0If\u00a0you\u00a0received\u00a0this\u00a0communication\u00a0in\u00a0error,\u00a0Please\u00a0return\u00a0it\u00a0to\u00a0the\u00a0sender\u00a0and\u00a0contact\u00a0Advanced\u00a0Cardiology\u00a0403-\n235-4109.\ntest\nPage 1 of 1\nName: Div Kash | PHN: 666777888 | DOB: 12 Dec, 2025"}...
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{"name": "dictations-2025_12_29_140418 {"name": "dictations-2025_12_29_140418.pdf", "content_type": "application/octet-stream", "size": 76943, "data": {"patient_id": "b3e7cc30-1ba8-11f0-b706-c183bb9a9165"}, "collection_name": "file-075cd0bb-236e-4d0e-9216-66fad067735e"}...
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{"status": "completed", "conte {"status": "completed", "content": "8500 Blackfoot Trl SE #250\nCalgary, AB, T2J 7E1\nTel: 4038797911 | Fax: 4038797899\nDate 12/29/25 Chart No: A4381909\nDavid White\nSAIT\nFax: 4032354147\n\u00a0\nRE: Div Kash\nPHN: 57878887871\nDOB: 1998-12-11\nGender: MALE\n\u00a0\nDear Dr. White,\n\u00a0\n\u00a0\n\u00a0\n\u00a0\n\u00a0\n\u00a0\n\u00a0\n\u00a0\n\u00a0\nYours Sincerely,\n\u00a0\n\u00a0\nDictation file: Super Admin\n\u00a0\nDICTATED BUT NOT READ TO AVOID DELAY\n\u00a0\nInformation contained in this communication may be confidential and is intended only for the use of the recipient(s). If the\nreader of this message is not the intended recipient, you are hereby notified that any dissemination, distribution, or\ncopying of this communication or any of its contents is strictly prohibited. If you received this communication in error,\nPlease return it to the sender and contact Advanced Cardiology 403-235-4109.\nPage 1 of 1 PHN / ULI: 57878887871 Report Date: 12/29/2025"}...
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