{"id":"W4402599281","doi":"10.1001/jamapsychiatry.2024.2731","title":"Patient Self-Guided Interventions to Reduce Sedative Use and Improve Sleep","year":2024,"lang":"en","type":"article","venue":"JAMA Psychiatry","topic":"Sleep and related disorders","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Dalhousie University","funders":"","keywords":"Psychological intervention; Medicine; Insomnia; Anxiety; Randomized controlled trial; Quality of life (healthcare); Bedtime; Physical therapy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001914358,0.0004737958,0.0005231522,0.0003358774,0.0003736822,0.0004650144,0.0005516659,0.0009725653,0.007360427],"category_scores_gemma":[0.004824977,0.0002057726,0.0007303053,0.0002652376,0.0003692512,0.000473972,0.0006210452,0.0008822284,0.0004913702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006954001,"about_ca_system_score_gemma":0.002150863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001770307,"about_ca_topic_score_gemma":0.00466952,"domain_scores_codex":[0.9984661,0.0009557346,0.0001479543,0.0001223166,0.000237319,0.0000705051],"domain_scores_gemma":[0.9989273,0.0004691502,0.000314738,0.00006518244,0.00006069394,0.000162864],"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":[0.02926072,0.06243917,0.009056195,0.00936116,0.0009654769,0.00008095774,0.001100305,0.001042522,0.004129446,0.0008919328,0.006709883,0.8749623],"study_design_scores_gemma":[0.4522523,0.2178119,0.2377726,0.005622378,0.003641627,0.0004263361,0.001521256,0.006558836,0.009294817,0.003210169,0.06173232,0.0001553886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9442676,0.00675888,0.007816548,0.006673253,0.0008807002,0.01684084,0.00145795,0.0005842529,0.01471998],"genre_scores_gemma":[0.9501624,0.00346791,0.02635611,0.002610289,0.0002871349,0.01321195,0.0005153024,0.00002051807,0.003368494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007360427,"threshold_uncertainty_score":0.0246231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893996238589877,"score_gpt":0.3194617147174391,"score_spread":0.3005217523315403,"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."}}