{"id":"W2052084025","doi":"10.1007/bf03261973","title":"Incidence and Economic Burden of Adverse Drug Reactions among Elderly Patients in Ontario Emergency Departments","year":2012,"lang":"en","type":"article","venue":"Drug Safety","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; St. Michael's Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Polypharmacy; Incidence (geometry); Emergency department; Emergency medicine; Pharmacy; Population; Retrospective cohort study; Logistic regression; Diagnosis code; Health care; Pediatrics; Family medicine; Environmental health; Internal medicine","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":[0.00042288,0.0002039117,0.0002366075,0.00108725,0.0007690635,0.0007549101,0.0004921373,0.0002583803,0.001787487],"category_scores_gemma":[0.003153237,0.0002396933,0.0004532615,0.001777993,0.0003822321,0.0002880374,0.0007572258,0.0003976047,0.0001115629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01093457,"about_ca_system_score_gemma":0.007308027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7715653,"about_ca_topic_score_gemma":0.8381572,"domain_scores_codex":[0.9990072,0.0001157812,0.00009370162,0.0000838804,0.0004778231,0.0002216569],"domain_scores_gemma":[0.9969497,0.0001660598,0.001716395,0.00005760516,0.0005972845,0.0005129848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003377876,0.00001518876,0.9966551,0.00002622434,0.00003712791,0.0001295743,0.0001020666,0.00007695414,0.00004883201,0.00003444111,0.0005914776,0.002249186],"study_design_scores_gemma":[0.000003159999,0.0000103748,0.9993947,0.0000135094,0.000008058572,0.00007370584,0.0001223648,0.0001016161,0.000004986024,0.000008107785,0.0002575669,0.000001833257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938086,0.0009168052,0.00004299956,0.0006306764,0.00001091584,0.00003556177,0.002327658,0.000005035365,0.002221759],"genre_scores_gemma":[0.9977041,0.000877117,0.0000880285,0.00008609058,0.00001829844,0.00001272024,0.0009553454,0.000001354445,0.0002568965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2284347,"threshold_uncertainty_score":0.4595599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03744386741267191,"score_gpt":0.3582969599565819,"score_spread":0.32085309254391,"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."}}