{"id":"W2096266503","doi":"10.1016/j.sleep.2011.12.014","title":"What is the point of guidelines? Benzodiazepine and z-hypnotic use by an elderly population","year":2012,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Benzodiazepine; Hypnotic; Psychology; Population; Psychiatry; Medicine; Internal medicine; Environmental health","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":[0.00472823,0.0002023423,0.0009607519,0.001251341,0.001320845,0.002123563,0.001179119,0.005251057,0.002287494],"category_scores_gemma":[0.0373336,0.0002920511,0.0007248662,0.00182748,0.0009260971,0.003102458,0.0007990375,0.003561693,0.0006331812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001781604,"about_ca_system_score_gemma":0.006037344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01839304,"about_ca_topic_score_gemma":0.05923213,"domain_scores_codex":[0.9942709,0.001905424,0.001536046,0.0003144767,0.001514078,0.0004590824],"domain_scores_gemma":[0.966108,0.009382507,0.007315363,0.0004620855,0.01257834,0.004153843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004248653,0.0008552538,0.5145549,0.001813504,0.0004641043,0.002348361,0.002824209,0.0004689817,0.0007888858,0.002697794,0.2009737,0.2717855],"study_design_scores_gemma":[0.0003938261,0.0006283644,0.8422455,0.01215042,0.0006872921,0.004166071,0.01677408,0.00224415,0.0006162263,0.008492075,0.1113716,0.0002303692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08780205,0.03231223,0.0009607904,0.865566,0.003537171,0.00007363145,0.0007668455,0.0000603646,0.008920961],"genre_scores_gemma":[0.7342061,0.04203965,0.007280142,0.2035255,0.008986775,0.0002353621,0.0007182388,0.00007758755,0.002930552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01839304,"threshold_uncertainty_score":0.03657198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04036882134185249,"score_gpt":0.3440138268559344,"score_spread":0.3036450055140819,"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."}}