{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001244286,0.0001933874,0.0001528574,0.0002439113,0.0001001507,0.0001958,0.0001134679,0.0002298095,0.0005917258],"category_scores_gemma":[0.00003833045,0.0001688492,0.0001796531,0.000407568,0.00004132678,0.0002143115,0.00007702033,0.0003869255,0.0008545165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003743095,"about_ca_system_score_gemma":0.00003699843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001559898,"about_ca_topic_score_gemma":0.00004037153,"domain_scores_codex":[0.9985654,0.0001056256,0.0003626021,0.0005415255,0.0001227365,0.0003021612],"domain_scores_gemma":[0.9992777,0.0000794562,0.0000557516,0.0003604092,0.00005503021,0.0001716594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002435869,0.001456395,0.006445926,0.0003065992,0.002558461,0.00004943087,0.0238532,0.00001992567,0.0002711876,0.05185376,0.774982,0.1379595],"study_design_scores_gemma":[0.01882694,0.006920753,0.1328783,0.004279118,0.004409199,0.0006485992,0.05963068,0.002168366,0.0005905614,0.02825252,0.7370595,0.004335415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9450012,0.006106063,0.0006652279,0.01278668,0.01563887,0.0006965309,0.00007849099,0.0004523968,0.01857452],"genre_scores_gemma":[0.9897445,0.00007264793,0.004140168,0.002647802,0.0004106823,0.0001703094,0.00003046898,0.00006991162,0.002713523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1336241,"threshold_uncertainty_score":0.9999234,"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."}}