{"id":"W2104188193","doi":"10.1136/qshc.2002.003905","title":"HARVARD MEDICAL PRACTICE STUDY","year":2004,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Adverse effect; Health care; Tort; Sample (material); Incidence (geometry); Medical practice; Public health; Actuarial science; Medical emergency; Family medicine; Business; Nursing; Political science; Law; Accounting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.03112135,0.0002408651,0.0006261601,0.00005118214,0.0008708881,0.00001709505,0.0004900997,0.0004450353,0.01200687],"category_scores_gemma":[0.1087474,0.0001907141,0.000122477,0.0003352141,0.0001834307,0.0005367521,0.0003527805,0.002071297,0.009963021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003373165,"about_ca_system_score_gemma":0.002686283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006457558,"about_ca_topic_score_gemma":0.001234066,"domain_scores_codex":[0.9868299,0.007053753,0.002575589,0.0005805458,0.002209371,0.0007508091],"domain_scores_gemma":[0.984468,0.01254843,0.0006330778,0.001064648,0.0004911589,0.0007946917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009964624,0.02551487,0.2155064,0.002785469,0.001170362,0.00149476,0.2686263,0.00005896009,0.00008305191,0.2824335,0.1457156,0.04664615],"study_design_scores_gemma":[0.003843845,0.000291282,0.04892331,0.0002133425,0.00008919701,0.000008099898,0.1356386,0.000004177857,0.000003553382,0.001368162,0.8093525,0.0002638833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4552792,0.00007480055,0.005576683,0.4709193,0.002501879,0.005142449,0.00003504855,0.0005603488,0.0599103],"genre_scores_gemma":[0.9639093,0.000127124,0.001586251,0.03005278,0.001950122,0.0003426514,0.00003854366,0.00003602164,0.001957197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6636369,"threshold_uncertainty_score":0.9976645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1565844219111926,"score_gpt":0.5874058310887206,"score_spread":0.430821409177528,"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."}}