{"id":"W1963904311","doi":"10.1136/ebn.7.2.52","title":"Cognitive behavioural therapy improved benzodiazepine discontinuation in chronic insomnia","year":2004,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Discontinuation; Medicine; Benzodiazepine; Pediatrics; Internal medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.000414186,0.0006584626,0.0006292269,0.0007711346,0.0001563977,0.0001135084,0.0003972277,0.001766035,0.001045853],"category_scores_gemma":[0.0001156972,0.0006231586,0.0003206761,0.0006449677,0.0004136022,0.0003770789,0.00001409147,0.003182905,0.0002334077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001851636,"about_ca_system_score_gemma":0.000796688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001775123,"about_ca_topic_score_gemma":0.0001365417,"domain_scores_codex":[0.9961013,0.0006784761,0.0007338431,0.001040892,0.0004400169,0.001005426],"domain_scores_gemma":[0.9982091,0.0005636656,0.0004846561,0.0005226535,0.0001366137,0.00008329168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001815275,0.002128499,0.005351768,0.000165079,0.0008833149,0.001600666,0.01088187,0.0002905075,0.00154429,0.00004504515,0.2207977,0.754496],"study_design_scores_gemma":[0.2127919,0.02749871,0.2664781,0.3429226,0.009079616,0.0003463415,0.01051219,0.003064731,0.01322958,0.006197307,0.08542474,0.02245415],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1949135,0.08531174,0.001982844,0.703271,0.008059379,0.004257785,0.00009998387,0.0004156284,0.001688191],"genre_scores_gemma":[0.7743779,0.00081865,0.0001287405,0.2170295,0.003962963,0.0005915843,0.001697618,0.0002933409,0.001099718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7320419,"threshold_uncertainty_score":0.9998673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05756884804459268,"score_gpt":0.3451061702393105,"score_spread":0.2875373221947178,"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."}}