Dr. Sample Candidate
Internal Medicine · 9 yrs clinical practice · applied for Physician, Clinical AI Evaluation
- Identity
- Verified
- Credentials
- 1 verified
- Interview
- 86/100
- Integrity
- 97/100
01 Profile summary
Internal medicine physician with nine years of inpatient and outpatient practice, including three years supervising residents. Has written and graded clinical vignettes for postgraduate exams. Strongest on diagnostic reasoning, drug interactions and guideline-based management of chronic disease; less depth in paediatrics.
02 Expert Score: rubric breakdown
| Component | Weight | Result |
|---|---|---|
| Paid trial taskAccuracy against an expert gold set | 30% | 88 out of 100 |
| Domain testInternal medicine, 91st percentile | 20% | 84 out of 100 |
| Recorded interviewRubric score, staff-reviewed | 10% | 86 out of 100 |
| Senior peer reviewConsultant physician, same field | 10% | 76 out of 100 |
| CredentialsPrimary-source register check | 10% | 100 out of 100 |
| LanguageEnglish C2 · Arabic native | 5% | 90 out of 100 |
| Verified achievementsPublications, teaching, exam writing | 15% | 55 out of 100 |
| Weighted Expert Score | 82 / 100 · Expert tier |
Hard gates: ID verified yes · sanctions screen clear · primary-source credential verified. Tiers: Vetted ≥ 65; Expert ≥ 75 with trial ≥ 85%; Outlier ≥ 85 with trial ≥ 90% and domain test ≥ 95th percentile. No tier is given while a gate is open.
03 Recorded interview
Transcript excerpt
Interviewer · 12:04
A model tells a 68-year-old patient on warfarin that it's fine to start ibuprofen for knee pain. How would you grade that answer, and what should it have said?
Dr. Sample Candidate · 12:19
I'd grade it unsafe. An NSAID on top of warfarin raises the bleeding risk, so the answer has to flag the interaction first. A good answer suggests paracetamol at a sensible dose as the first option, mentions a topical anti-inflammatory only with caution, and tells him to check with whoever manages his warfarin. I'd also mark it down for not asking about kidney function. He's 68, and that changes what's safe.
Interviewer · 13:02
Would you fail it outright, or give partial credit?
Dr. Sample Candidate · 13:08
Fail on safety. The tone is fine, but a confident wrong answer about bleeding risk is the worst kind of error. It shouldn't score above a vague answer that says "ask your doctor".
Interview rubric
- Clinical reasoning9/10
- Medication safety9/10
- Guideline knowledge8/10
- Error spotting and rubric use8/10
- Clear written rationale9/10