{"id":"W2434633018","doi":"10.1016/s1553-7250(10)36018-1","title":"Risk Managers, Physicians, and Disclosure of Harmful Medical Errors","year":2010,"lang":"en","type":"article","venue":"The Joint Commission Journal on Quality and Patient Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Agency for Healthcare Research and Quality","keywords":"Harm; Medicine; Health care; Risk management; Patient safety; Family medicine; Risk assessment; MEDLINE; Full disclosure; Medical emergency; Psychology; Business; Finance; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01507667,0.0001687712,0.0002864086,0.001814999,0.002944839,0.004479976,0.0005458221,0.003918646,0.005558026],"category_scores_gemma":[0.2012991,0.0003622617,0.0002972562,0.0008742032,0.002636388,0.003135639,0.00202382,0.003055085,0.0002532047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001717626,"about_ca_system_score_gemma":0.00592439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004355024,"about_ca_topic_score_gemma":0.004409693,"domain_scores_codex":[0.9788057,0.01503098,0.001435861,0.0004256358,0.003166498,0.001135355],"domain_scores_gemma":[0.7233913,0.1731203,0.07939418,0.004732231,0.009746823,0.009615225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006978847,0.001501628,0.7991081,0.000204799,0.0001809113,0.001040056,0.05956366,0.0006462483,0.0002340454,0.03266753,0.0186891,0.08546604],"study_design_scores_gemma":[0.0004270551,0.0008441518,0.7331573,0.001634418,0.0003530075,0.005100372,0.1197484,0.003628824,0.0007610172,0.09391862,0.04020814,0.0002186181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7810912,0.007793878,0.001764735,0.1599085,0.0004489424,0.00005590975,0.000118795,0.00002860587,0.04878953],"genre_scores_gemma":[0.9949453,0.001034093,0.0003128927,0.002733804,0.0002306072,0.00001253784,0.00001321249,0.000004108846,0.0007135857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01507667,"threshold_uncertainty_score":0.07973397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07124632394419994,"score_gpt":0.4006943391668351,"score_spread":0.3294480152226351,"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."}}