{"id":"W2592480701","doi":"10.1155/2017/2760650","title":"CPAP Treatment Adherence in Women with Obstructive Sleep Apnea","year":2017,"lang":"en","type":"article","venue":"Sleep Disorders","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre; Mount Sinai Hospital; Université de Montréal; McGill University; Dawson College; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Polysomnography; Sleep apnea; Nocturnal; Physical therapy; Internal medicine; Apnea","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":[0.000146939,0.0003481995,0.000491171,0.0002279753,0.0003206688,0.00009438836,0.0003856424,0.0001197216,0.0004619401],"category_scores_gemma":[0.0001666935,0.0002680931,0.00007909904,0.0002108566,0.0006319895,0.0003193407,0.0001306451,0.0003168138,0.0001530047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007902386,"about_ca_system_score_gemma":0.00006747252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008856463,"about_ca_topic_score_gemma":0.001289776,"domain_scores_codex":[0.997606,0.0000644007,0.0002621267,0.0006640163,0.0005282607,0.0008752255],"domain_scores_gemma":[0.9981715,0.00006671585,0.0001629507,0.001165856,0.0001100273,0.0003229271],"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":[0.00229213,0.0005912399,0.4244834,0.00004890354,0.0003774819,0.0001327532,0.002967514,0.00003876424,0.0006438764,0.0002687283,0.00000753098,0.5681477],"study_design_scores_gemma":[0.01195125,0.003194074,0.973097,0.00005564233,0.00007444138,0.0000234085,0.006291531,0.001165544,0.001155293,0.001228643,0.001332714,0.0004304665],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739739,0.0001529245,0.0001765983,0.00107185,0.0001564483,0.001170108,0.00001638344,0.00006217395,0.0232196],"genre_scores_gemma":[0.9982773,0.00005137557,0.0006036701,0.00006487124,0.00006789278,0.0004640498,0.00001086564,0.00005771841,0.0004022219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5677173,"threshold_uncertainty_score":0.9999771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.017312370977789,"score_gpt":0.2962991705052787,"score_spread":0.2789867995274897,"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."}}