id stringclasses 10
values | setting stringclasses 4
values | patient_summary stringclasses 10
values | observed_outcome stringclasses 10
values | assumed_cause stringclasses 9
values | proposed_action stringclasses 9
values | gold_blindspot stringclasses 2
values | gold_blindspot_type stringclasses 9
values | gold_correct_action stringclasses 10
values |
|---|---|---|---|---|---|---|---|---|
CBP-001 | GP | 70M new confusion | Delirium | UTI assumed | Give antibiotics only | yes | single_cause_fixation | Check electrolytes glucose oxygen and medications before treating as UTI |
CBP-002 | ED | 52M chest pain | Ongoing pain | Reflux assumed | PPI and discharge | yes | risk_factor_ignored | Assess for ACS with ECG troponin and monitoring |
CBP-003 | Clinic | 49M anemia weight loss | Low Hb | Diet assumed | Iron tablets only | yes | serious_cause_ignored | Investigate for bleeding or malignancy with urgent referral |
CBP-004 | GP | 25F sore throat | Throat pain | Bacterial assumed | Antibiotics | yes | default_assumption | Use criteria. No antibiotics if viral features |
CBP-005 | GP | 30M viral cough | Cough improving | Viral cause assumed | Supportive care | no | appropriate_causal_frame | Continue supportive care and safety net |
CBP-006 | Ward | 72F pneumonia | O2 drop | Just pneumonia | Continue same plan | yes | complication_ignored | Assess for PE or worsening infection and escalate care |
CBP-007 | ED | 83M head injury warfarin | Headache later | Minor bump assumed | Discharge | yes | time_shift_ignored | Urgent CT head and observation |
CBP-008 | Clinic | 33F migraine typical | Headache | Migraine assumed | Treat migraine | no | appropriate_causal_frame | Treat migraine and review if red flags |
CBP-009 | GP | 60F confusion sodium 118 | Confusion | UTI assumed | Antibiotics | yes | lab_signal_ignored | Treat hyponatremia urgently and reassess cause |
CBP-010 | GP | 28F pelvic pain | Pain | Period pain assumed | NSAIDs and send home | yes | risk_state_ignored | Check pregnancy test and assess for ectopic risk |
Clinical Causal Blindspot Probe
Detect when a clinician locks onto one cause and ignores alternative causal drivers.
Output JSON
- blindspot
- blindspot_type
- correct_action
Run scoring
python scorer.py --predictions predictions.jsonl --test_csv data/test.csv
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