{"id":"W7132151151","doi":"","title":"Adherence to Therapy with continuous positive airway pressure in Patients with Obstructive Sleep Apnea","year":2023,"lang":"hr","type":"dissertation","venue":"University of Split School of Medicine Repository","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Continuous positive airway pressure; Sleep apnea; Positive airway pressure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004608613,0.0008065244,0.002196158,0.001534235,0.0002111474,0.0000131683,0.0008463549,0.0005798577,0.0003529325],"category_scores_gemma":[0.0003374682,0.0006902033,0.0001835514,0.001674503,0.001377935,0.00031398,0.0001511809,0.001474375,0.00004768646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005637876,"about_ca_system_score_gemma":0.0005758046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007913036,"about_ca_topic_score_gemma":0.0003751156,"domain_scores_codex":[0.9939293,0.0003899887,0.0008894096,0.001312887,0.002716057,0.0007623404],"domain_scores_gemma":[0.9927001,0.0004476283,0.00133466,0.001016138,0.003734643,0.0007668574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06498843,0.001276906,0.8780892,0.001932179,0.004196063,0.001006115,0.02664853,0.0001967563,0.006860996,0.00007448282,0.0003639587,0.01436635],"study_design_scores_gemma":[0.01925599,0.01835009,0.8862278,0.006182406,0.001118388,0.00001108848,0.06460466,0.00005958421,0.003565066,0.000006328502,0.00007307842,0.0005455448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888783,0.0007574058,0.00007546617,0.0001607718,0.0005360631,0.003877791,0.0001288871,0.0000544071,0.005530881],"genre_scores_gemma":[0.9898965,0.00008462615,0.0006734341,0.00002525984,0.00020362,0.000005080763,0.0004274716,0.0001199607,0.008564095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04573243,"threshold_uncertainty_score":0.9995549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008045227572655788,"score_gpt":0.2392594616704264,"score_spread":0.2312142340977706,"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."}}