{"id":"W4381095045","doi":"10.1016/j.jamda.2023.05.014","title":"Post Hoc Analyses of a Randomized Controlled Trial for the Effect of Pharmacist Deprescribing Intervention on the Anticholinergic Burden in Frail Community-Dwelling Older Adults","year":2023,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Health Research Council of New Zealand","keywords":"Medicine; Deprescribing; Anticholinergic; Intervention (counseling); Randomized controlled trial; Post-hoc analysis; Pharmacist; Beers Criteria; Polypharmacy; Gerontology; Geriatrics; Psychiatry; Family medicine; Intensive care medicine; Internal medicine; Pharmacy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02910091,0.004526476,0.00943625,0.00132817,0.0009191389,0.001848223,0.001721005,0.003851531,0.02280875],"category_scores_gemma":[0.04194458,0.001154458,0.01223046,0.0009334481,0.001924554,0.003183063,0.001332265,0.00510511,0.001081832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002017512,"about_ca_system_score_gemma":0.002847992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011922,"about_ca_topic_score_gemma":0.001663407,"domain_scores_codex":[0.9684123,0.02108392,0.003161063,0.003174892,0.001797646,0.002370095],"domain_scores_gemma":[0.9665856,0.02187418,0.005141571,0.003030887,0.002223077,0.001144707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9669538,0.003847055,0.001117506,0.002314743,0.01654696,0.00009396216,0.00009052865,0.0006731334,0.0008039835,0.0006375106,0.001832673,0.005088172],"study_design_scores_gemma":[0.8681956,0.09332593,0.00680529,0.0003080952,0.01880153,0.00004568337,0.00009657934,0.005392481,0.002198293,0.001927939,0.002821458,0.00008118854],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8392426,0.009176679,0.01524673,0.002063275,0.01059168,0.1068131,0.008315132,0.0009129603,0.007637802],"genre_scores_gemma":[0.8457517,0.001244649,0.01781528,0.001742016,0.001349167,0.1227678,0.002607366,0.0001631728,0.006558851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02910091,"threshold_uncertainty_score":0.1539022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06849831249644656,"score_gpt":0.4344197829185393,"score_spread":0.3659214704220928,"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."}}