{"id":"W3127785761","doi":"10.1111/jsr.13288","title":"Impact of continuous positive airway pressure mode on adherence to treatment in obstructive sleep apnea patients awaiting bariatric surgery","year":2021,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Lévis; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Fondation Institut Universitaire de Cardiologie et de Pneumologie de Québec","keywords":"Obstructive sleep apnea; Medicine; Continuous positive airway pressure; Airway; Confidence interval; Anesthesia; Positive airway pressure; Sleep apnea; Population; Uvulopalatopharyngoplasty; Positive pressure; Randomized controlled trial; Apnea; Surgery; Internal medicine; Polysomnography","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.001752827,0.000324635,0.001247702,0.00209206,0.0001253382,0.00006561068,0.0003112974,0.0002040995,0.0002917863],"category_scores_gemma":[0.004822563,0.0002494612,0.0006035784,0.002364194,0.0001905394,0.000291529,0.0002180254,0.001388318,0.00002962624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00177514,"about_ca_system_score_gemma":0.0008573197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009892862,"about_ca_topic_score_gemma":0.00005771463,"domain_scores_codex":[0.9934003,0.001193881,0.001175496,0.0005247783,0.00267107,0.001034439],"domain_scores_gemma":[0.9899048,0.002584597,0.0004396063,0.0005035406,0.005864868,0.0007025764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006661999,0.003190084,0.7790953,0.0001240911,0.001457246,0.001597298,0.002208622,0.001395909,0.01319702,0.00005214859,0.0001047282,0.1909155],"study_design_scores_gemma":[0.005049567,0.01145077,0.9433687,0.0004677023,0.000139891,0.0001534704,0.001453281,0.001464737,0.03609335,0.0001034914,0.00003024119,0.0002248503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964019,0.0005918362,0.0000755769,0.000293706,0.0002073079,0.0009794724,0.0001210643,0.00000710277,0.001322042],"genre_scores_gemma":[0.9988184,0.00006983117,0.0005510812,0.00001563917,0.0002805569,0.00003094962,0.00001860987,0.00005397372,0.0001609514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1906907,"threshold_uncertainty_score":0.9999958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04371282967385402,"score_gpt":0.3776392176314196,"score_spread":0.3339263879575656,"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."}}