{"id":"W4390346978","doi":"10.1001/jamanetworkopen.2023.49638","title":"Effect of Psychological and Medication Therapies for Insomnia on Daytime Functions","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Sleep and related disorders","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Institute of Mental Health","keywords":"Zolpidem; Insomnia; Mood; Medicine; Cognitive behavioral therapy for insomnia; Randomized controlled trial; Physical therapy; Cognitive behavioral therapy; Psychiatry; Trazodone; Internal medicine; Anxiety; Antidepressant","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":[],"consensus_categories":[],"category_scores_codex":[0.0009811505,0.00009330118,0.0001767851,0.0000546244,0.0001154646,0.00002796458,0.0002111906,0.0002135346,0.0004642407],"category_scores_gemma":[0.00007029564,0.00006407547,0.00004544021,0.0003020593,0.00008322208,0.00004618463,0.00005482185,0.0001376841,0.0002679628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005009608,"about_ca_system_score_gemma":0.000003910363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001973025,"about_ca_topic_score_gemma":0.000003117668,"domain_scores_codex":[0.9990757,0.0002471014,0.0001644081,0.0002464674,0.00007387145,0.0001924446],"domain_scores_gemma":[0.9986977,0.0009270798,0.00007862558,0.000235664,0.00001704411,0.00004391071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002584589,0.0001839668,0.01378429,0.0000146475,0.0005375108,0.000002746745,0.0009666238,0.0002273671,0.00003301823,0.005769217,0.599889,0.376007],"study_design_scores_gemma":[0.02002842,0.009136929,0.6756889,0.0002271318,0.0004148232,0.00001361978,0.0009192177,0.001327052,0.00003629119,0.008290506,0.2834497,0.0004674239],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418435,0.0008685822,0.000202109,0.004138444,0.001350666,0.001413751,0.00001367044,0.0001027083,0.05006664],"genre_scores_gemma":[0.9950437,0.0002138836,0.00006470586,0.0005442894,0.000251557,0.000430182,0.00009324616,0.00001922741,0.003339202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6619046,"threshold_uncertainty_score":0.508311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02876613726473674,"score_gpt":0.3737664196862595,"score_spread":0.3450002824215228,"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."}}