{"id":"W2045387290","doi":"10.1080/15402000903425314","title":"A Computer Device to Deliver Behavioral Interventions for Insomnia","year":2009,"lang":"en","type":"article","venue":"Behavioral Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Heart, Lung, and Blood Institute","keywords":"Insomnia; Pittsburgh Sleep Quality Index; Stimulus control; Chronic insomnia; Sleep restriction; Psychological intervention; Exploratory research; Physical therapy; Medicine; Sleep quality; Psychology; Sleep disorder; Psychiatry; Sleep deprivation; Cognition","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007421669,0.0005016068,0.000399407,0.0007652973,0.0001708615,0.0001962393,0.0005439265,0.0002981076,0.008367909],"category_scores_gemma":[0.001951552,0.0002069613,0.0002376611,0.0002799472,0.000186128,0.0002340316,0.000289639,0.0003818783,0.000823095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002174318,"about_ca_system_score_gemma":0.0004278928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009027575,"about_ca_topic_score_gemma":0.001303594,"domain_scores_codex":[0.9996444,0.0001255661,0.00003464457,0.00006251784,0.00009776737,0.00003517008],"domain_scores_gemma":[0.9991297,0.0005365245,0.00009927346,0.00006942079,0.00006032844,0.0001047568],"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":[0.01488614,0.02784082,0.01108625,0.001741183,0.0002199998,0.0003152802,0.0003956896,0.00137703,0.08135957,0.0005229528,0.008143283,0.8521118],"study_design_scores_gemma":[0.03478622,0.3537605,0.4628457,0.0007872492,0.001583444,0.004146795,0.0004463268,0.02012845,0.06119957,0.0008342753,0.0591641,0.0003173729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9217232,0.00273884,0.05238875,0.0005086662,0.0006317139,0.0100518,0.001099979,0.003283176,0.007574049],"genre_scores_gemma":[0.8654963,0.001699884,0.1128767,0.000563941,0.0002745315,0.009605598,0.0009113376,0.0001128711,0.008458789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008367909,"threshold_uncertainty_score":0.02799338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08910052618215938,"score_gpt":0.424412867380248,"score_spread":0.3353123411980886,"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."}}