{"id":"W2109180102","doi":"10.1111/j.1532-5415.2004.52250.x","title":"Potentially Inappropriate Prescribing in Ontario Community‐Dwelling Older Adults and Nursing Home Residents","year":2004,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"Institute for Clinical Evaluative Sciences","keywords":"Medicine; Comorbidity; Nursing homes; Cohort; Pharmacy; Medical prescription; Gerontology; Retrospective cohort study; Family medicine; Geriatrics; Polypharmacy; Nursing; Psychiatry; Intensive care medicine; 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":[0.0004689886,0.0001832435,0.0003569223,0.0008238825,0.0009489621,0.0006633596,0.0005849526,0.0003659466,0.0008095506],"category_scores_gemma":[0.002553369,0.0002644632,0.0003538887,0.002071415,0.0003686367,0.0003055557,0.0004729597,0.00032754,0.0001009644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003933288,"about_ca_system_score_gemma":0.003449959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7828547,"about_ca_topic_score_gemma":0.8646414,"domain_scores_codex":[0.9990231,0.0000697928,0.00009058126,0.0001513358,0.000466831,0.00019826],"domain_scores_gemma":[0.9978124,0.0001247936,0.001165218,0.00005633549,0.0004685312,0.0003726431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002833847,0.00001273429,0.9988424,0.000007873145,0.00001530997,0.00004580108,0.0002242169,0.000009737951,0.00004327658,0.000005278204,0.0000967873,0.0006681932],"study_design_scores_gemma":[0.000003327908,0.00001366165,0.9995901,0.000006195964,0.000004037844,0.0000447487,0.0002107295,0.00003059761,0.000007574611,0.000002281845,0.00008552644,0.000001302997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989216,0.000201738,0.00001534008,0.00005036121,0.000002748752,0.000009519978,0.0005374848,0.000001297423,0.0002599068],"genre_scores_gemma":[0.9990051,0.0001804469,0.00003361927,0.00003552065,0.000004114422,0.00001079813,0.0005849047,8.528301e-7,0.0001445232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2171453,"threshold_uncertainty_score":0.4368482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04736166942649483,"score_gpt":0.3288203797817983,"score_spread":0.2814587103553035,"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."}}