{"id":"W2164718117","doi":"10.4212/cjhp.v67i6.1404","title":"Measuring Adverse Drug Events on Hospital Medicine Units with the Institute for Healthcare Improvement Trigger Tool: A Chart Review","year":2014,"lang":"en","type":"review","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Adverse effect; Medical prescription; Emergency medicine; Incidence (geometry); Health care; Pharmacy; Psychological intervention; Intensive care medicine; Medical emergency; Internal medicine; Family medicine; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.007370307,0.00058776,0.001042672,0.01033037,0.00098448,0.001209504,0.001310779,0.0004844624,0.001432343],"category_scores_gemma":[0.02000318,0.0004815421,0.0008156255,0.009590891,0.0004341127,0.001053249,0.001238804,0.0005812171,0.0004962733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004731492,"about_ca_system_score_gemma":0.01027152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04657144,"about_ca_topic_score_gemma":0.05992996,"domain_scores_codex":[0.9889065,0.002692479,0.003497587,0.0007451515,0.003651884,0.000506383],"domain_scores_gemma":[0.9545659,0.004946124,0.01267297,0.001513484,0.02484642,0.001455171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004472769,0.0003605093,0.8406635,0.003421282,0.0002616917,0.001667369,0.002907307,0.0006328958,0.001424755,0.0003701336,0.03613788,0.1117054],"study_design_scores_gemma":[0.0000856069,0.0004021681,0.97152,0.001087834,0.0001394234,0.0006725476,0.001808887,0.000993236,0.001217302,0.00005279533,0.02195448,0.00006575889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7794641,0.02235782,0.01849918,0.004394155,0.0009365238,0.04724892,0.08173072,0.002238092,0.04313047],"genre_scores_gemma":[0.8848121,0.01511076,0.0446393,0.001082249,0.0004008723,0.01304644,0.03597287,0.0001319295,0.004803442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04657144,"threshold_uncertainty_score":0.0926007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1957215008019259,"score_gpt":0.4396388729904037,"score_spread":0.2439173721884778,"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."}}