{"id":"W2122920328","doi":"10.1136/qshc.2010.040378","title":"Use of an electronic information system to identify adverse events resulting in an emergency department visit","year":2010,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Canadian Patient Safety Institute","keywords":"Medicine; Emergency department; Medical emergency; Emergency medicine; Electronic medical record; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.002926362,0.0003214298,0.0003261695,0.00252016,0.0004025082,0.0008299818,0.0005761678,0.0002948573,0.001467121],"category_scores_gemma":[0.01557542,0.0001832659,0.0003236953,0.002547089,0.0003275946,0.0003896919,0.0007150191,0.0004469316,0.0002980198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001995937,"about_ca_system_score_gemma":0.002680096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07623198,"about_ca_topic_score_gemma":0.08820347,"domain_scores_codex":[0.9957034,0.001143418,0.0009959707,0.0004040064,0.001428742,0.0003243719],"domain_scores_gemma":[0.9792392,0.004851118,0.0100044,0.0007132358,0.004484793,0.0007071717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001262921,0.00006828174,0.9803874,0.0001766408,0.00004743547,0.0001157662,0.0002887385,0.000153632,0.0002837128,0.00003674952,0.001293231,0.01702211],"study_design_scores_gemma":[0.00001916816,0.0001682371,0.9965431,0.0001451155,0.00002311993,0.000235314,0.0003183307,0.0005262519,0.0003712026,0.00001665501,0.001622604,0.00001069432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778552,0.0009606445,0.001800522,0.0006103728,0.00006765282,0.001032396,0.008642402,0.0001126655,0.008918232],"genre_scores_gemma":[0.9934443,0.0004539217,0.002401658,0.000303672,0.00004068223,0.000252922,0.002456522,0.000006323884,0.000639996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07623198,"threshold_uncertainty_score":0.1515765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1364366037891726,"score_gpt":0.5159405080969817,"score_spread":0.3795039043078091,"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."}}