{"id":"W2099431194","doi":"10.1016/j.jsmc.2009.07.011","title":"Management of Hypnotic Discontinuation in Chronic Insomnia","year":2009,"lang":"en","type":"article","venue":"Sleep Medicine Clinics","topic":"Sleep and related disorders","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Louis-H Lafontaine; Université du Québec à Montréal; Université Laval","funders":"National Institute of Mental Health","keywords":"Medicine; Discontinuation; Tapering; Hypnotic; Intensive care medicine; Insomnia; Cognition; Physical therapy; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004733244,0.0001276411,0.0002826853,0.000193377,0.00001944832,0.000001869585,0.0001791845,0.0001491517,0.0008398542],"category_scores_gemma":[0.00003823627,0.0001024999,0.00005664065,0.0004128228,0.0001127387,0.00003889416,0.00001685679,0.0002443781,0.0001092644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005969083,"about_ca_system_score_gemma":0.00001394204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002835994,"about_ca_topic_score_gemma":0.00001902798,"domain_scores_codex":[0.9985587,0.00007685262,0.0006617254,0.0002591848,0.000194872,0.0002486698],"domain_scores_gemma":[0.9992726,0.00009401855,0.0001884162,0.0003615294,0.00002901805,0.00005440798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001630098,0.0009824593,0.006037197,0.00003647024,0.0003490812,0.0001112793,0.002937275,0.0003240638,0.00004099047,0.023177,0.002350459,0.9634907],"study_design_scores_gemma":[0.04018054,0.006130389,0.8916921,0.001414559,0.001257834,0.00001224969,0.01263068,0.003198272,0.00003577768,0.01887725,0.02384068,0.0007296475],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8707368,0.006553957,0.0007523759,0.004718102,0.002232493,0.0006092197,0.000001422342,0.00005946414,0.1143361],"genre_scores_gemma":[0.9974462,0.0009151031,0.00009265853,0.0005294841,0.0001448489,0.000009868038,0.00002231504,0.00001149682,0.0008280713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.962761,"threshold_uncertainty_score":0.9195814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981303585986369,"score_gpt":0.3510302837782895,"score_spread":0.3312172479184258,"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."}}