{"id":"W4210989915","doi":"10.1016/j.sleep.2021.11.016","title":"A psychological view on the effectiveness of psychosocial interventions on positive airway pressure treatment adherence and sleep quality in patients with obstructive sleep apnea","year":2022,"lang":"en","type":"review","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôtel-Dieu de Québec; Université Laval","funders":"","keywords":"Psychological intervention; Psychosocial; Obstructive sleep apnea; Continuous positive airway pressure; Medicine; CINAHL; PsycINFO; Cognitive behavioral therapy; Physical therapy; Randomized controlled trial; MEDLINE; Clinical 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002124497,0.0009630946,0.00367636,0.0005835744,0.0002236259,0.00001579796,0.0004865317,0.0003776699,0.001284503],"category_scores_gemma":[0.001254763,0.0005031413,0.0006494979,0.001206459,0.001217239,0.0000607254,0.0001931504,0.001751947,0.00001821817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000859443,"about_ca_system_score_gemma":0.00005551261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001235359,"about_ca_topic_score_gemma":0.00002735831,"domain_scores_codex":[0.9897798,0.005261005,0.001312844,0.001435055,0.001587254,0.0006239847],"domain_scores_gemma":[0.9926934,0.004753235,0.0008641072,0.001105455,0.0002995226,0.0002842704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006811957,0.004196996,0.004265829,0.01184789,0.002914993,0.00006164581,0.000538257,0.00000242505,0.00000125004,0.001494122,0.00001843685,0.9678462],"study_design_scores_gemma":[0.04085408,0.1200012,0.671923,0.09668064,0.01310319,0.00009125455,0.001127209,0.00002534406,0.00002146284,0.0006257834,0.05371553,0.001831327],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03621276,0.937247,0.00006203522,0.0004091599,0.0009547017,0.01804309,0.0009031821,0.0000741675,0.006093956],"genre_scores_gemma":[0.4505375,0.5419124,0.00008511779,0.0002000518,0.0004458496,0.00512111,0.001312148,0.0002541646,0.000131626],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9660149,"threshold_uncertainty_score":0.999742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07784203958770548,"score_gpt":0.4155128087575768,"score_spread":0.3376707691698714,"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."}}