| id |
711aa060-2d83-4f40-88e8-3de522464964 |
| user_id |
8684964a-bab1-4235-93a8-5fd5e24a1d0a |
| job_id |
qebehixh-8652 |
| base_model_name |
xevyo |
| base_model_path |
/home/sid/tuning/finetune/backend/output/xevyo-bas /home/sid/tuning/finetune/backend/output/xevyo-base-v1/merged_fp16_hf... |
| model_name |
8 EMBRYOLOGY |
| model_desc |
8 EMBRYOLOGY |
| model_path |
/home/sid/tuning/finetune/backend/output/qebehixh- /home/sid/tuning/finetune/backend/output/qebehixh-8652/merged_fp16_hf... |
| source_model_name |
xevyo |
| source_model_path |
/home/sid/tuning/finetune/backend/output/xevyo-bas /home/sid/tuning/finetune/backend/output/xevyo-base-v1/merged_fp16_hf... |
| source_job_id |
xevyo-base-v1 |
| dataset_desc |
SECTION 1: THE CONTEXT
📋 SLIDE TITLE:
Oral Healt SECTION 1: THE CONTEXT
📋 SLIDE TITLE:
Oral Health in America: A 20-Year Review
🎯 KEY POINTS (Bullet Points):
First major report since 2000.
Goal: Update on nation’s oral health progress.
Finding: Science has improved, but inequities persist.
Factor: COVID-19 highlighted the mouth-body link.
🗣️ EASY EXPLANATION:
"Think of this as a report card for the nation's teeth. We check to see if we are healthier than 20 years ago. The answer is yes for science, but no for fairness. The pandemic proved that a healthy mouth helps fight viruses."
❓ QUESTIONS:
Why was this report written?
How did COVID-19 change how we view oral health?
SECTION 2: THE ROOT CAUSES
📋 SLIDE TITLE:
Social & Commercial Determinants of Health
🎯 KEY POINTS (Bullet Points):
Social Determinants: Income, education, and location affect oral health.
Commercial Determinants: Marketing of sugar, tobacco, and alcohol.
Economic Cost: $45.9 billion lost in productivity (2015).
Inequity: Unfair differences caused by systemic barriers.
🗣️ EASY EXPLANATION:
"It’s not just about brushing. If you are poor or live in a place with only fast food, your teeth suffer. We call this 'Social Determinants.' Also, companies selling unhealthy products target vulnerable groups, making the problem worse."
❓ QUESTIONS:
What is the difference between a "disparity" and an "inequity"?
Name one "commercial determinant" of health.
SECTION 3: THE PROGRESS
📋 SLIDE TITLE:
Major Advances Since 2000
🎯 KEY POINTS (Bullet Points):
Children: Untreated decay in preschoolers dropped by 50%.
Sealants: Usage has more than doubled.
Seniors: Tooth loss (edentulism) dropped from 50% to 13%.
Science: Better understanding of the oral microbiome.
🗣️ EASY EXPLANATION:
"We have made huge strides. Low-income kids have fewer cavities thanks to school programs. Older adults are keeping their natural teeth much longer than previous generations. We also understand the bacteria in our mouths much better now."
❓ QUESTIONS:
Which age group saw the biggest drop in untreated tooth decay?
What has happened to the rate of tooth loss in seniors over the last 60 years?
SECTION 4: THE PROBLEMS
📋 SLIDE TITLE:
Persistent Challenges in Access & Cost
🎯 KEY POINTS (Bullet Points):
Cost Barrier: Dental care is the largest out-of-pocket health expense.
Insurance Gap: Medicare does NOT cover dental care.
Provider Shortage: Millions live in areas with no dentists.
ER Crisis: 2.4 million ER visits for tooth pain ($1.6 billion).
🗣️ EASY EXPLANATION:
"Even with better science, the system is broken. Dental care is too expensive and isn't covered by standard senior insurance. Because people can't find a dentist, they go to the Emergency Room, which wastes money and doesn't fix the tooth."
❓ QUESTIONS:
Why is using the ER for dental care ineffective?
What is the main barrier preventing adults from getting dental care?
SECTION 5: EMERGING THREATS
📋 SLIDE TITLE:
New Health Risks to Watch
🎯 KEY POINTS (Bullet Points):
Vaping: Major new threat for youth oral health.
HPV: Leading cause of oropharyngeal (throat) cancer. Men are 3.5x more at risk.
Opioids: Dentistry contributed to the crisis via pain prescriptions.
Mental Health: Strong link between mental illness and oral neglect.
🗣️ EASY EXPLANATION:
"We face new enemies. Vaping hurts young mouths in ways we are still learning. A virus (HPV) is causing throat cancer in men. Additionally, people with mental health issues often suffer severe dental decay due to neglect and medication side effects."
❓ QUESTIONS:
Which gender is more likely to get HPV-related throat cancer?
How does vaping impact oral health?
SECTION 6: THE SOLUTIONS
📋 SLIDE TITLE:
Recommendations & The Future
🎯 KEY POINTS (Bullet Points):
Integration: Combine medical and dental records (EHR).
Workforce: Train "Dental Therapists" for rural areas.
Policy: Make dental care an "Essential Health Benefit."
Collaboration: Doctors and dentists working together.
🗣️ EASY EXPLANATION:
"To fix this, we need to treat the mouth like part of the body. Doctors should see your dental records. We need more providers to help rural communities. Finally, dental care must be a basic right, not a luxury add-on to insurance."
❓ QUESTIONS:
What is the benefit of combining medical and dental records?
How can policy change improve access to dental care?... |
| dataset_meta |
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| dataset_path |
/home/sid/tuning/finetune/backend/output/qebehixh- /home/sid/tuning/finetune/backend/output/qebehixh-8652/data/qebehixh-8652.json... |
| training_output |
null |
| status |
queued |
| created_at |
1769092231 |
| updated_at |
1769108446 |
| source_adapter_path |
NULL |
| adapter_path |
/home/sid/tuning/finetune/backend/output/qebehixh- /home/sid/tuning/finetune/backend/output/qebehixh-8652/adapter... |
| plugged_in |
False |