{"id":"W2111652281","doi":"10.1197/j.aem.2004.08.056","title":"Emergency Physician Recognition of Adverse Drug-related Events in Elder Patients Presenting to an Emergency Department","year":2005,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Vancouver General Hospital","funders":"","keywords":"Medicine; Emergency department; Emergency physician; Confidence interval; Scoring system; Emergency medicine; Internal medicine; Nursing","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009081056,0.0004006185,0.000475076,0.0004345165,0.0001726312,8.682692e-8,0.0004608161,0.0003370646,0.01331392],"category_scores_gemma":[0.0001872143,0.0003962425,0.0001521993,0.001104882,0.00006231917,0.0006024017,0.0001037155,0.001276544,0.0004464181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001234401,"about_ca_system_score_gemma":0.0000419463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000118538,"about_ca_topic_score_gemma":0.0001042508,"domain_scores_codex":[0.9957725,0.0004388548,0.002026179,0.0005988471,0.0004112393,0.0007524049],"domain_scores_gemma":[0.9983144,0.00004615004,0.0006518389,0.0002783925,0.000241331,0.00046785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002258056,0.001707915,0.9151324,0.0001095935,0.0002493296,0.000003989795,0.007484131,0.0009950433,0.03428748,0.00006461305,0.02962718,0.01011255],"study_design_scores_gemma":[0.009727999,0.0005328845,0.8247181,0.0003391717,0.001230956,0.000004924372,0.002703806,0.002890618,0.03783594,0.004111253,0.1141452,0.001759192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837417,0.0007474811,0.00001347602,0.0006626287,0.00509924,0.001072228,0.00008482751,0.0000882532,0.00849014],"genre_scores_gemma":[0.9857547,0.01068749,0.00003180998,0.0004366928,0.0008440766,0.000186244,0.0003580709,0.00004805747,0.001652816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09041427,"threshold_uncertainty_score":0.999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1012943575018064,"score_gpt":0.4534767811397302,"score_spread":0.3521824236379237,"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."}}