{"id":"W2995714602","doi":"10.3390/brainsci9120371","title":"Co-Morbid Insomnia and Sleep Apnea (COMISA): Prevalence, Consequences, Methodological Considerations, and Recent Randomized Controlled Trials","year":2019,"lang":"en","type":"review","venue":"Brain Sciences","topic":"Sleep and related disorders","field":"Psychology","cited_by":233,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Insomnia; Randomized controlled trial; Obstructive sleep apnea; Medicine; Sleep apnea; Narrative review; Continuous positive airway pressure; Intensive care medicine; Clinical psychology; Psychology; Psychiatry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04928777,0.0007017427,0.01103935,0.0005773019,0.0005045766,0.0004020956,0.0004231917,0.0009347154,0.003108587],"category_scores_gemma":[0.04782591,0.00036815,0.0009834591,0.0005038346,0.006117944,0.0001352949,0.00008011157,0.000611031,0.0001357677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000263123,"about_ca_system_score_gemma":0.0005045921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004251826,"about_ca_topic_score_gemma":0.000004455179,"domain_scores_codex":[0.9674587,0.02707757,0.003041074,0.00134565,0.0005053779,0.0005716088],"domain_scores_gemma":[0.9037521,0.09345295,0.002097805,0.0003928595,0.00009510115,0.0002092098],"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":[0.007545434,0.0002011085,0.0000187305,0.002301198,0.005173475,0.00006875931,0.0008294564,0.000002433702,0.000003495341,0.04758433,0.01653815,0.9197334],"study_design_scores_gemma":[0.1940594,0.0003070086,0.000003263348,0.001999524,0.009045493,0.0007635821,0.000526789,0.00005153074,8.217232e-7,0.009206592,0.7830963,0.0009397511],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004327554,0.9681202,0.0001735191,0.002069573,0.001840867,0.008002994,0.00006913719,0.00008200228,0.0195985],"genre_scores_gemma":[0.00006025774,0.9948338,0.001656402,0.00103581,0.0001248222,0.0009067539,0.00002037283,0.00002334756,0.001338433],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9187937,"threshold_uncertainty_score":0.999877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3373521152931405,"score_gpt":0.4931369227939375,"score_spread":0.155784807500797,"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."}}