| { |
| "_status": "aggregate, from the paper; pending institutional sign-off before public release", |
| "_note": "Aggregate shares from the paper (all are reported in its figures and text). Pending institutional sign-off before public release.", |
| "source": "Real clinical queries (RCQs): first clinician turns of 127,625 annotated conversations with an institutional AI assistant (12 August 2025 to 3 April 2026), labelled with RCQ-Map by GPT-5.6 sol (reasoning effort none) with guidelines v2.1.", |
| "n_queries": 127625, |
| "task_category": { |
| "Documentation & workflow": 0.351083, |
| "Foundational knowledge": 0.147855, |
| "Drug information & pharmacotherapy": 0.141352, |
| "Treatment & management": 0.061853, |
| "Diagnosis & differential": 0.036921, |
| "Test & result interpretation": 0.026594, |
| "Patient education & communication": 0.012121, |
| "Coding & administrative": 0.0105, |
| "Procedural guidance": 0.005461, |
| "Other": 0.206261 |
| }, |
| "kind_of_work": { |
| "Documentation & administration": 0.361583, |
| "Knowledge retrieval": 0.289207, |
| "Clinical reasoning": 0.14295, |
| "Other": 0.206261 |
| }, |
| "intent_group": { |
| "Decide or verify": 0.134229, |
| "Look up or understand": 0.319647, |
| "Draft text or code": 0.395361, |
| "Follow a procedure": 0.035048, |
| "Other": 0.115714 |
| }, |
| "risk": { |
| "Minimal": 0.231538, |
| "Low": 0.294825, |
| "Moderate": 0.341618, |
| "High": 0.115581, |
| "Critical": 0.016439 |
| }, |
| "safest_response": { |
| "Direct": 0.611518, |
| "Retrieval": 0.119945, |
| "Clarification": 0.267894, |
| "Escalation": 0.000251, |
| "Abstention": 0.000392 |
| }, |
| "documentation_and_administration": 0.361583, |
| "diagnosis": 0.036921, |
| "even_spread_overlap": 0.55345, |
| "note": "Overlap between a benchmark and real use = sum over the ten task categories of min(benchmark share, RCQ share), i.e. one minus the total variation distance." |
| } |
|
|
