{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001611542,0.0001534011,0.0005583338,0.0007671426,0.0006559626,0.001214933,0.0004194252,0.001156527,0.001561444],"category_scores_gemma":[0.01250025,0.000175152,0.0005976104,0.001249184,0.0002545233,0.0008871014,0.0004459836,0.001382762,0.0001674407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005062244,"about_ca_system_score_gemma":0.0008422558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00629736,"about_ca_topic_score_gemma":0.006527457,"domain_scores_codex":[0.9987436,0.0003335637,0.0002156817,0.0001190459,0.0004555864,0.0001324795],"domain_scores_gemma":[0.9963366,0.001275306,0.001462311,0.0001031247,0.0004633343,0.0003593061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003254319,0.0005532775,0.9679974,0.0002708831,0.0002101595,0.0001065209,0.0005883963,0.00005973608,0.00009145692,0.00006210656,0.0004498577,0.0292849],"study_design_scores_gemma":[0.00003184033,0.0003775393,0.9980254,0.0001272128,0.0001133236,0.0001581572,0.0004244361,0.0002586928,0.00002655887,0.00007446801,0.0003752022,0.00000728811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9815351,0.01088754,0.0001453581,0.002033468,0.0001524444,0.00008909057,0.0002479337,0.00000692194,0.00490215],"genre_scores_gemma":[0.9961235,0.002506678,0.0001778701,0.0003487512,0.0001669764,0.00006626568,0.0001542433,0.000001750338,0.0004539981],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00629736,"threshold_uncertainty_score":0.01252139,"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."}}