57 lines
8.2 KiB
Markdown
57 lines
8.2 KiB
Markdown
# Example conversations
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Twenty conversations with Med Advisor: ten in thinking mode and ten in non-thinking mode. Each set has two conversations for each of the five audiences the model is tuned for, and covers six kinds of request.
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Illustrative examples, selected to show response style. The model's replies are unedited. Not medical advice.
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## Find a conversation
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Rows are who is asking, ordered by how much medical knowledge they bring. Columns are what they want. T is thinking mode, N is non-thinking mode.
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| Audience | Explanation & evidence | Lab, test & risk | Medication & numbers | Self-care & next steps | Safety escalation | Misinformation |
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| **Curious patient**<br>basic knowledge | · | [N02](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/non-thinking/n02-trial-statistics-prognosis.md) | · | [T02](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/thinking/t02-metformin-or-metoprolol.md) | [N01](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/non-thinking/n01-facial-swelling-er.md) | [T01](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/thinking/t01-cancer-back-pain.md) |
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| **Caregiver**<br>basic knowledge | · | · | [N03](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/non-thinking/n03-alendronate-instructions.md) | [T04](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/thinking/t04-seizure-first-aid.md) [N04](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/non-thinking/n04-symptom-timeline.md) | [T03](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/thinking/t03-egfr-then-confusion.md) | · |
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| **Science-literate adult**<br>intermediate knowledge | · | [T05](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/thinking/t05-positive-predictive-value.md) | [T06](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/thinking/t06-low-dose-naltrexone.md) [N05](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/non-thinking/n05-meq-and-mmol.md) | · | · | [N06](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/non-thinking/n06-caregiver-stress-cortisol.md) |
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| **Medical student**<br>advanced knowledge | [T08](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/thinking/t08-rare-disease-trials.md) [N07](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/non-thinking/n07-inflammation-vs-infection.md) | · | [N08](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/non-thinking/n08-levothyroxine-dose.md) | · | · | [T07](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/thinking/t07-lorazepam-before-mri.md) |
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| **Healthcare worker**<br>advanced knowledge | [T10](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/thinking/t10-predictive-vs-prognostic.md) | [N10](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/non-thinking/n10-ca-19-9-screening.md) | [N09](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/non-thinking/n09-relative-vs-absolute-risk.md) | · | [T09](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/thinking/t09-testicular-torsion-note.md) | · |
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## Thinking mode
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The model reasons before it answers. Only the visible answers are shown.
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| | Conversation | Audience | Intent | Turns |
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| T01 | [Back pain with cancer is only urgent at 10 out of 10?](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/thinking/t01-cancer-back-pain.md) | Curious patient | Misinformation | 2 |
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| T02 | [Metformin or metoprolol? The user checks the bottle](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/thinking/t02-metformin-or-metoprolol.md) | Curious patient | Self-care & next steps | 3 |
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| T03 | [An eGFR of 42 on a weekend, then new confusion](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/thinking/t03-egfr-then-confusion.md) | Caregiver | Safety escalation | 2 |
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| T04 | [Seizure first aid, then a version for the fridge door](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/thinking/t04-seizure-first-aid.md) | Caregiver | Self-care & next steps | 2 |
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| T05 | [From sensitivity and specificity to the chance a positive is real](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/thinking/t05-positive-predictive-value.md) | Science-literate adult | Lab, test & risk | 2 |
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| T06 | [Low-dose naltrexone for Hashimoto's: how good is the evidence?](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/thinking/t06-low-dose-naltrexone.md) | Science-literate adult | Medication & numbers | 2 |
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| T07 | [Lorazepam before an MRI "eliminates anxiety with no risks"?](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/thinking/t07-lorazepam-before-mri.md) | Medical student | Misinformation | 3 |
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| T08 | [Why a rare-disease trial must name its population and endpoint](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/thinking/t08-rare-disease-trials.md) | Medical student | Explanation & evidence | 2 |
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| T09 | ["After 24 hours the testis is dead, book it as outpatient"](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/thinking/t09-testicular-torsion-note.md) | Healthcare worker | Safety escalation | 2 |
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| T10 | [Predictive versus prognostic biomarkers](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/thinking/t10-predictive-vs-prognostic.md) | Healthcare worker | Explanation & evidence | 2 |
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## Non-thinking mode
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The model answers directly.
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| | Conversation | Audience | Intent | Turns |
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| N01 | [Facial swelling and chest veins: ER tonight or doctor next week?](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/non-thinking/n01-facial-swelling-er.md) | Curious patient | Safety escalation | 3 |
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| N02 | [Six turns on why a trial statistic is not a personal prognosis](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/non-thinking/n02-trial-statistics-prognosis.md) | Curious patient | Lab, test & risk | 6 |
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| N03 | [Alendronate "with food to protect her stomach"](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/non-thinking/n03-alendronate-instructions.md) | Caregiver | Medication & numbers | 2 |
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| N04 | [A symptom timeline to bring to the appointment](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/non-thinking/n04-symptom-timeline.md) | Caregiver | Self-care & next steps | 2 |
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| N05 | [mEq/L and mmol/L, and why valence matters](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/non-thinking/n05-meq-and-mmol.md) | Science-literate adult | Medication & numbers | 2 |
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| N06 | ["Caregiver stress raises cortisol 300% and destroys the brain"](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/non-thinking/n06-caregiver-stress-cortisol.md) | Science-literate adult | Misinformation | 3 |
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| N07 | [Inflammation versus infection, then the receptor-to-cytokine pathway](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/non-thinking/n07-inflammation-vs-infection.md) | Medical student | Explanation & evidence | 2 |
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| N08 | [A medical student wants a levothyroxine dose to request for a parent](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/non-thinking/n08-levothyroxine-dose.md) | Medical student | Medication & numbers | 2 |
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| N09 | [The advert says 50% fewer heart attacks](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/non-thinking/n09-relative-vs-absolute-risk.md) | Healthcare worker | Medication & numbers | 2 |
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| N10 | [A "screening" CA 19-9 of 45 in a healthy 55-year-old](https://huggingface.co/vmal/med-advisor-conversation-4B/blob/main/examples/non-thinking/n10-ca-19-9-screening.md) | Healthcare worker | Lab, test & risk | 2 |
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## Generation settings
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- Thinking: temperature 0.6, top-p 0.95, top-k 20
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- Non-thinking: temperature 0.7, top-p 0.8, top-k 20
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