{"id":"W4391773134","doi":"10.1016/j.sleep.2023.11.538","title":"The effect of videoconference-delivered cognitive behavioral therapy for insomnia on healthcare workers on disability leave","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Videoconferencing; Insomnia; Cognition; Health care; Psychology; Medicine; Cognitive disabilities; Psychiatry; Clinical psychology","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":[0.0005361512,0.0002792123,0.0005251772,0.0002925851,0.0006547996,0.0002682175,0.0004951068,0.0007081837,0.00375423],"category_scores_gemma":[0.003529486,0.0001301775,0.0006508792,0.0002291494,0.000242173,0.0002233188,0.0004246477,0.0009475861,0.0001776292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009855522,"about_ca_system_score_gemma":0.001964468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02723624,"about_ca_topic_score_gemma":0.03534496,"domain_scores_codex":[0.999686,0.0001013085,0.00002748103,0.00003218301,0.00004373381,0.0001092337],"domain_scores_gemma":[0.9986055,0.0005511786,0.0001105157,0.00003567652,0.00009554556,0.0006015826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2993684,0.1239274,0.03806365,0.002516814,0.0008998179,0.000422122,0.002920576,0.001190853,0.005378539,0.0002231077,0.001993818,0.523095],"study_design_scores_gemma":[0.08118968,0.2863002,0.619157,0.0007461136,0.001640185,0.0001338383,0.003690006,0.002223197,0.002150321,0.0002191648,0.002485381,0.00006483834],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980227,0.000503681,0.00002513611,0.0001301781,0.00006138502,0.000132465,0.00007305463,0.000005352552,0.001046093],"genre_scores_gemma":[0.9985927,0.0003373285,0.0001466153,0.0001086256,0.00006056642,0.0001572465,0.00006196494,0.000001214303,0.0005337745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02723624,"threshold_uncertainty_score":0.05415547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05303898894148038,"score_gpt":0.4036342820481593,"score_spread":0.3505952931066789,"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."}}