{"id":"W2147467149","doi":"","title":"Educating physicians to reduce benzodiazepine use by elderly patients: a randomized controlled trial.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Sleep and related disorders","field":"Psychology","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Medical prescription; Benzodiazepine; Intervention (counseling); Randomized controlled trial; Formulary; Randomization; Adverse effect; Pediatrics; Emergency medicine; Family medicine; Psychiatry; Internal medicine; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001843952,0.001080421,0.002367749,0.00065023,0.0006375843,0.0008013532,0.0009408309,0.002536321,0.006419535],"category_scores_gemma":[0.00398053,0.0006625087,0.001833714,0.0006470248,0.0009496341,0.0007802028,0.000449097,0.00183188,0.0005858006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001239698,"about_ca_system_score_gemma":0.002188259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005395402,"about_ca_topic_score_gemma":0.0100141,"domain_scores_codex":[0.9986674,0.0007280888,0.0001348518,0.0002066898,0.0001079877,0.0001549769],"domain_scores_gemma":[0.9980697,0.0006512558,0.0005585451,0.00008453777,0.0001209788,0.0005150653],"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":[0.9677558,0.01355188,0.001041765,0.001686788,0.001090012,0.0000422389,0.00006640734,0.0001608946,0.000419031,0.00004588239,0.0006159871,0.01352342],"study_design_scores_gemma":[0.9732445,0.02359544,0.002078394,0.00008507931,0.0005384593,0.000008650921,0.0000169687,0.0001458075,0.00006095329,0.00002873214,0.0001923152,0.000004705304],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740912,0.01063886,0.0005189381,0.001570668,0.0009991915,0.009387646,0.0009355551,0.0001443139,0.001713527],"genre_scores_gemma":[0.9725094,0.005726448,0.002555548,0.001740272,0.001038586,0.01375271,0.0006012678,0.00001000555,0.002065566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006419535,"threshold_uncertainty_score":0.02147549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307496243388674,"score_gpt":0.2579143912584441,"score_spread":0.2448394288245574,"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."}}