{"id":"W2342580245","doi":"10.1017/s2045796016000032","title":"Discontinuing benzodiazepines: best practices","year":2016,"lang":"en","type":"article","venue":"Epidemiology and Psychiatric Sciences","topic":"Sleep and related disorders","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Discontinuation; Medicine; Psychological intervention; Critical appraisal; Systematic review; Agency (philosophy); Intervention (counseling); Psychiatry; Psychology; MEDLINE; Alternative medicine","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":[0.02873801,0.001039394,0.001917571,0.005406987,0.00272279,0.005152775,0.003183462,0.003410759,0.004086236],"category_scores_gemma":[0.08929405,0.0007948834,0.001663215,0.003579177,0.002252431,0.00645216,0.003015574,0.00675401,0.00154611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008411624,"about_ca_system_score_gemma":0.01985819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02900008,"about_ca_topic_score_gemma":0.06884192,"domain_scores_codex":[0.9805593,0.007946284,0.004299218,0.001361179,0.005232822,0.0006012206],"domain_scores_gemma":[0.9461224,0.02577114,0.008389561,0.001761476,0.01360518,0.004350252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001576751,0.0002767922,0.006238541,0.01015071,0.0002708945,0.000396123,0.003026041,0.0003524371,0.000191876,0.003402547,0.1402072,0.8353292],"study_design_scores_gemma":[0.0006524428,0.0007227054,0.03950398,0.1841246,0.001204656,0.00263061,0.01637692,0.001560091,0.001109882,0.04474234,0.706849,0.0005228281],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.006085942,0.3929407,0.008177854,0.5777848,0.003546495,0.0003993148,0.0004198707,0.0004772332,0.01016784],"genre_scores_gemma":[0.09502166,0.7314501,0.07925417,0.08315397,0.005461698,0.0009189171,0.0007432121,0.0002225375,0.003773723],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02900008,"threshold_uncertainty_score":0.1519829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09504400559829247,"score_gpt":0.4071698694843626,"score_spread":0.3121258638860701,"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."}}