{"id":"W2981941922","doi":"10.1371/journal.pone.0224069","title":"Comprehensive management of obstructive sleep apnea by telemedicine: Clinical improvement and cost-effectiveness of a Virtual Sleep Unit. A randomized controlled trial","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Societat Catalana de Pneumologia; Ministerio de Economía y Competitividad","keywords":"Medicine; Obstructive sleep apnea; Randomized controlled trial; Continuous positive airway pressure; Cost effectiveness; Epworth Sleepiness Scale; Physical therapy; Telemedicine; Quality of life (healthcare); Quality-adjusted life year; Emergency medicine; Health care; Internal medicine; Polysomnography; Apnea; Nursing","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":[0.003367138,0.001613454,0.004664148,0.0008449853,0.0004856192,0.001214139,0.001243588,0.003001942,0.006969285],"category_scores_gemma":[0.004955022,0.0007388699,0.005260134,0.0007456981,0.001193075,0.001183118,0.000639729,0.002065965,0.0004268963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001445376,"about_ca_system_score_gemma":0.001390956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001899081,"about_ca_topic_score_gemma":0.002358887,"domain_scores_codex":[0.9970324,0.001963102,0.0002454118,0.0003635531,0.0002028971,0.0001926094],"domain_scores_gemma":[0.9968563,0.001519764,0.0008181574,0.0001802376,0.0001854956,0.0004399485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9819826,0.003421898,0.0004012531,0.001386019,0.002742214,0.00002213724,0.00001869904,0.0003149382,0.0002685995,0.00008526097,0.0002088331,0.009147611],"study_design_scores_gemma":[0.9717169,0.0248563,0.000776499,0.0001110428,0.001689307,0.00001322242,0.00001052985,0.0004976722,0.00008342561,0.00008619144,0.0001499281,0.000008911129],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536275,0.0229072,0.001906198,0.00117811,0.001516276,0.01437389,0.001623458,0.0001713351,0.002695944],"genre_scores_gemma":[0.9747776,0.004554065,0.002982298,0.0008950023,0.0008016065,0.01385202,0.0006708396,0.00001261554,0.001453916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006969285,"threshold_uncertainty_score":0.02331454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03999999141967296,"score_gpt":0.3266946656468738,"score_spread":0.2866946742272009,"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."}}