{"id":"W2580999687","doi":"10.1186/s12877-017-0432-5","title":"Use of the EMPOWER brochure to deprescribe sedative-hypnotic drugs in older adults with mild cognitive impairment","year":2017,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut Universitaire de Gériatrie de Montréal; Institut national de psychiatrie légale Philippe-Pinel","funders":"Canadian Institutes of Health Research","keywords":"Discontinuation; Medicine; Cognition; Benzodiazepine; Psychiatry; Randomized controlled trial; Sedative/hypnotic; Hypnotic; Intervention (counseling); Physical therapy; Clinical psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001842049,0.0001638648,0.0002800942,0.00007996961,0.0001137681,0.00004738712,0.0001869353,0.00007026616,0.00007428297],"category_scores_gemma":[0.0008231425,0.00009785977,0.00008843916,0.000197352,0.00007662069,0.0002505645,0.0001761559,0.0002507181,0.00001840908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000475828,"about_ca_system_score_gemma":0.0001259229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002567592,"about_ca_topic_score_gemma":0.0001583257,"domain_scores_codex":[0.9987212,0.00009328221,0.0002663708,0.0002656369,0.000397863,0.0002556222],"domain_scores_gemma":[0.9984714,0.0004434593,0.0002611047,0.0004911062,0.0001730911,0.0001598301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003503065,0.000506668,0.9912714,0.000234841,0.00004545249,0.000009804053,0.003224167,0.00001851131,0.00003259522,0.00001943943,0.0005352304,0.0005987657],"study_design_scores_gemma":[0.005066208,0.0002962122,0.9911528,0.0004871729,0.0002165451,0.000005436097,0.0008328413,0.0003279556,0.0008986239,0.00000581648,0.0005673745,0.0001430511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963536,0.00008226481,0.0001641558,0.0009394242,0.0002401013,0.001642119,0.00003650399,0.00001210187,0.0005297902],"genre_scores_gemma":[0.9976032,0.00002679744,0.0009285715,0.0008710278,0.00006034419,0.00003102465,0.000007119252,0.00001930054,0.0004526132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002391326,"threshold_uncertainty_score":0.3990606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08723377959527749,"score_gpt":0.3614315811121162,"score_spread":0.2741978015168386,"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."}}