{"id":"W7074247051","doi":"","title":"Reduction of Inappropriate Benzodiazepine Prescriptions Among Older Adults Through Direct Patient Education The EMPOWER Cluster Randomized Trial","year":2014,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Université de Montréal","keywords":"Medical prescription; Randomized controlled trial; Cluster (spacecraft); Reduction (mathematics); Cluster randomised controlled trial; Benzodiazepine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002375355,0.0002998255,0.0008828131,0.0002107906,0.0006933169,0.00008415853,0.0003616754,0.0001670057,0.001046752],"category_scores_gemma":[0.001273681,0.0002571292,0.0004424576,0.0003203595,0.000339487,0.0009261434,0.0002043063,0.0002910505,0.0008821825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002153179,"about_ca_system_score_gemma":0.00001613163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009497805,"about_ca_topic_score_gemma":0.0000469019,"domain_scores_codex":[0.9971193,0.0002623839,0.001334265,0.0007846341,0.0001160942,0.0003833259],"domain_scores_gemma":[0.9977322,0.0002097991,0.001083259,0.0007123628,0.000168068,0.00009437194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1020839,0.002693742,0.0002577594,0.0002518327,0.001336564,9.525659e-7,0.001573901,0.0006297199,0.0001751512,0.823994,0.005564991,0.06143743],"study_design_scores_gemma":[0.4242573,0.0005554676,0.001297975,0.0004420596,0.000335386,0.000008980772,0.002993053,0.00115395,0.004967089,0.1179959,0.4442568,0.001736115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7318242,0.0003073058,0.00000636251,0.00009094998,0.006555023,0.001708233,0.0004792146,0.00005159907,0.2589771],"genre_scores_gemma":[0.9859546,0.0002258667,0.0003772224,0.0001812253,0.0001192003,0.0004478482,0.00004385811,0.00003818487,0.012612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7059982,"threshold_uncertainty_score":0.9999881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016217312147258,"score_gpt":0.2047527480906738,"score_spread":0.1885354359434158,"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."}}