{"id":"W1966055642","doi":"10.1371/journal.pone.0064382","title":"Type of Mask May Impact on Continuous Positive Airway Pressure Adherence in Apneic Patients","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":181,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec; Université Laval","funders":"Région Normandie; ResMed","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Sleep apnea; Apnea–hypopnea index; Anesthesia; Depression (economics); Apnea; Internal medicine; Polysomnography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008715296,0.0001390517,0.0003880977,0.0001643602,0.00001568371,0.000009732874,0.0001177563,0.00008982048,0.001485961],"category_scores_gemma":[0.0003648781,0.000106961,0.00004899346,0.0002782104,0.00008871002,0.00009527962,0.00005849587,0.0003021122,0.0004581337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009041151,"about_ca_system_score_gemma":0.0000332097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004279796,"about_ca_topic_score_gemma":0.000005666212,"domain_scores_codex":[0.9985493,0.00008671056,0.0002215568,0.0002361052,0.0006017464,0.0003046076],"domain_scores_gemma":[0.9988204,0.000120565,0.00008386751,0.0002967462,0.000541574,0.0001369114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007507072,0.003953026,0.9379028,0.0001763964,0.0004442375,0.00001084885,0.000390823,0.000002416995,0.05152772,0.00002536364,0.0001116087,0.004704031],"study_design_scores_gemma":[0.001940698,0.003750645,0.9051733,0.0003742668,0.00008828462,6.287387e-7,0.00006822024,0.0002863204,0.08817978,0.00003776723,0.000002813426,0.00009724451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927455,0.00009128782,0.000001239286,0.0001335613,0.00002574393,0.00132443,0.00004388198,0.00001765616,0.005616767],"genre_scores_gemma":[0.9986959,0.00000860126,0.000224415,0.00004164022,0.00003431846,0.00003982879,0.0000303108,0.00002414954,0.0009008106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03665206,"threshold_uncertainty_score":0.9994268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03457755486890409,"score_gpt":0.2973765488326179,"score_spread":0.2627989939637138,"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."}}