{"id":"W3013903596","doi":"10.1111/jgs.16413","title":"Both New and Chronic Potentially Inappropriate Medications Continued at Hospital Discharge Are Associated With Increased Risk of Adverse Events","year":2020,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Centre Hospitalier de l’Université de Montréal; McGill University; Université de Montréal; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Interquartile range; Adverse effect; Odds ratio; Emergency medicine; Confidence interval; Geriatrics; Emergency department; Beers Criteria; Prospective cohort study; Logistic regression; Internal medicine; Polypharmacy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004046661,0.0001417305,0.0005270221,0.00002285824,0.0001190476,0.000004995555,0.0001850153,0.00004491673,0.00003079066],"category_scores_gemma":[0.0008923862,0.00008337697,0.00036851,0.0005049026,0.0002061169,0.0001282973,0.0001221206,0.0004898008,0.000001224906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794855,"about_ca_system_score_gemma":0.0004268145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000804494,"about_ca_topic_score_gemma":0.000005560996,"domain_scores_codex":[0.9984557,0.0001801478,0.0004554401,0.0001366538,0.0005860833,0.000185988],"domain_scores_gemma":[0.9957626,0.0002451497,0.003282927,0.000149146,0.0001870622,0.000373139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005784955,0.0002542144,0.9912688,0.00005736484,0.001508515,0.000006416512,0.001310196,0.00003465193,0.001909941,0.000003044631,0.002626001,0.0004423728],"study_design_scores_gemma":[0.005864427,0.001421641,0.9860413,0.0001084544,0.002775128,0.00001973579,0.0008425788,0.001211981,0.0002257365,0.00002224482,0.001325975,0.0001407961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892251,0.0004256038,0.0005879787,0.009276783,0.000115608,0.0002908966,0.00004725345,0.000009656566,0.00002106388],"genre_scores_gemma":[0.9957823,0.001463488,0.001390971,0.001047282,0.0002297907,0.000001141026,0.000004746215,0.0000187371,0.00006156645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008229501,"threshold_uncertainty_score":0.3400014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02012332417226683,"score_gpt":0.2870901223535183,"score_spread":0.2669667981812515,"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."}}