{"id":"W3157834287","doi":"10.1007/s41669-021-00267-6","title":"Cost-effectiveness of a Province-wide Quality Improvement Initiative for Reducing Potentially Inappropriate Use of Antipsychotics in Long-Term Care in British Columbia, Canada","year":2021,"lang":"en","type":"article","venue":"PharmacoEconomics - Open","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; BC Innovation Council; University of British Columbia; Brock University","funders":"Michael Smith Health Research BC","keywords":"Medicine; Quality-adjusted life year; Incremental cost-effectiveness ratio; Cost–utility analysis; Cohort; Baseline (sea); Cost effectiveness; Quality of life (healthcare); Cost–benefit analysis; Demography; Emergency medicine; Actuarial science; Pediatrics; 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":[0.005223492,0.0007873466,0.0009505919,0.0009821398,0.001183973,0.00194126,0.001895675,0.0008894056,0.001894328],"category_scores_gemma":[0.0167903,0.0003668152,0.002030439,0.001775788,0.0007554736,0.0004597157,0.001690164,0.001479339,0.00009214428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08438206,"about_ca_system_score_gemma":0.09919485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9797688,"about_ca_topic_score_gemma":0.9847007,"domain_scores_codex":[0.993836,0.002852546,0.0003175955,0.000455896,0.001208678,0.001329267],"domain_scores_gemma":[0.9907651,0.002230956,0.001365235,0.00029197,0.002825949,0.002520721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01892405,0.003543047,0.6068198,0.004551493,0.008747217,0.0004373445,0.0008127199,0.1494459,0.001027447,0.004605019,0.02734283,0.1737431],"study_design_scores_gemma":[0.007039398,0.004264951,0.8210622,0.002282546,0.004203515,0.0002031592,0.001530975,0.1517125,0.0004078277,0.001318274,0.005792257,0.0001823446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688525,0.007399326,0.002006773,0.005918766,0.0001758039,0.0009462326,0.007561565,0.0001545836,0.006984534],"genre_scores_gemma":[0.9955062,0.0008824932,0.001242682,0.0004116253,0.00001704465,0.0001392297,0.001284081,0.000006775058,0.0005097758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08438206,"threshold_uncertainty_score":0.6122376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1094414072798513,"score_gpt":0.4339944316592042,"score_spread":0.3245530243793529,"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."}}