{"id":"W3178017945","doi":"10.1007/s40136-021-00365-3","title":"Holistic Treatment Outcomes in OSA: Clinical Evidence for the SLEEP GOAL","year":2021,"lang":"en","type":"article","venue":"Current Otorhinolaryngology Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Nocturia; Continuous positive airway pressure; Obstructive sleep apnea; Polysomnography; Physical therapy; Epworth Sleepiness Scale; Quality of life (healthcare); Sleep apnea; Apnea–hypopnea index; Internal medicine; Apnea; Cardiology; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004089922,0.0003709568,0.001104584,0.0006538455,0.0008269736,0.001830918,0.000690999,0.0008813794,0.005337871],"category_scores_gemma":[0.01310909,0.0001579788,0.0009283649,0.0007677821,0.001092659,0.001726333,0.001879568,0.001569918,0.0002520612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001284591,"about_ca_system_score_gemma":0.002885943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003486219,"about_ca_topic_score_gemma":0.01217691,"domain_scores_codex":[0.9984504,0.0005399815,0.0001531954,0.0001435039,0.0005608465,0.0001520473],"domain_scores_gemma":[0.9941755,0.002906447,0.001166819,0.0002623893,0.0008702638,0.0006186411],"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":[0.004066458,0.002556044,0.295913,0.008385215,0.00335423,0.0002194206,0.001561782,0.0008570698,0.001036897,0.007971972,0.008299123,0.6657788],"study_design_scores_gemma":[0.0008036588,0.00283056,0.9597184,0.007327019,0.002708912,0.0002921104,0.003002377,0.0008170786,0.000545335,0.01044982,0.01143728,0.00006732695],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.675572,0.2046628,0.001828107,0.03618909,0.002304202,0.0004848075,0.002284394,0.00005646994,0.07661819],"genre_scores_gemma":[0.9701666,0.02368082,0.001864617,0.001912615,0.0007779936,0.0001507508,0.0006843112,0.00001019578,0.0007521167],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005337871,"threshold_uncertainty_score":0.02162981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2465696856823044,"score_gpt":0.4901713608859602,"score_spread":0.2436016752036557,"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."}}