{
 "_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."
}