{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001086115,0.0002799649,0.0008283228,0.0001299715,0.0001351366,0.00003116845,0.0001527811,0.0002013406,0.0001501631],"category_scores_gemma":[0.007404358,0.0001812037,0.000472131,0.0002752412,0.0003709114,0.0001138511,0.0001772749,0.0005839471,0.00003250128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003761285,"about_ca_system_score_gemma":0.0004052318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004534079,"about_ca_topic_score_gemma":0.00009289279,"domain_scores_codex":[0.9967358,0.0003072434,0.001069158,0.0008773787,0.0004013524,0.0006091329],"domain_scores_gemma":[0.9951428,0.002853362,0.0002587819,0.001157282,0.0003622405,0.0002255296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001927795,0.0009730505,0.9531461,0.00008458027,0.0002776577,0.002645127,0.00008808919,0.000003146854,0.0002753596,0.0001765334,0.0001990828,0.04193851],"study_design_scores_gemma":[0.00186554,0.0005181439,0.9856783,0.00008837564,0.0003431455,0.001674117,0.00006145235,0.0004670117,0.0004999135,0.0002591045,0.008382238,0.0001626799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786861,0.01148184,0.0007104213,0.002498943,0.004504278,0.001929175,0.00001226041,0.00005697947,0.0001200008],"genre_scores_gemma":[0.9973732,0.0005077952,0.0003140876,0.000152408,0.0005150469,0.0005992007,0.00005246128,0.00003342193,0.0004524207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04177583,"threshold_uncertainty_score":0.8864242,"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."}}