{"id":"W1989279550","doi":"10.1136/bmj.c6705","title":"Think rationally rather than intuitively to avoid diagnostic errors, doctors are told","year":2010,"lang":"en","type":"article","venue":"BMJ","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intuition; Feeling; Psychology; Medicine; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01035092,0.0007014066,0.0007192265,0.001450684,0.002724311,0.006333599,0.001074288,0.01001069,0.012881],"category_scores_gemma":[0.07036772,0.0008904579,0.0008155541,0.0005724977,0.0192971,0.01465857,0.002632319,0.02231637,0.01197581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003219785,"about_ca_system_score_gemma":0.003171695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004994985,"about_ca_topic_score_gemma":0.003564134,"domain_scores_codex":[0.9909938,0.004191333,0.000561684,0.000541386,0.002979471,0.0007322731],"domain_scores_gemma":[0.9727585,0.01313413,0.004005595,0.001835166,0.005738437,0.002528152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000156711,0.0001723307,0.005496307,0.0004449893,0.0002106727,0.0006791922,0.01913604,0.0003269743,0.002070928,0.09601591,0.7989702,0.07631978],"study_design_scores_gemma":[0.0001314386,0.0001879062,0.003568727,0.0009374273,0.00006877509,0.002216615,0.02019357,0.0006405682,0.00113458,0.1957673,0.7749588,0.0001942622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0034367,0.006173333,0.005371936,0.9614348,0.005127705,0.0000154076,0.0000651499,0.0001151119,0.01825997],"genre_scores_gemma":[0.1467786,0.009876158,0.01040541,0.8013334,0.005300542,0.00005901047,0.0001435406,0.0001547813,0.02594856],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.012881,"threshold_uncertainty_score":0.05474162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05760663423643154,"score_gpt":0.4418540452291458,"score_spread":0.3842474109927143,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}