{"id":"W2388933627","doi":"10.1097/hcr.0000000000000186","title":"Utility of Screening for Obstructive Sleep Apnea in Cardiac Rehabilitation","year":2016,"lang":"en","type":"article","venue":"Journal of Cardiopulmonary Rehabilitation and Prevention","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Rehabilitation; Sleep apnea; Sleep (system call); Physical medicine and rehabilitation; Physical therapy; Intensive care medicine; Cardiology; Computer science","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":[0.001655459,0.0003211171,0.0002584784,0.0006720981,0.0005010126,0.0005975156,0.0002808938,0.0006060058,0.001933867],"category_scores_gemma":[0.01273528,0.0001293667,0.000276772,0.0004552244,0.0002278901,0.0003795634,0.0004947407,0.0006352209,0.000236845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003924561,"about_ca_system_score_gemma":0.0008099735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003565586,"about_ca_topic_score_gemma":0.004735654,"domain_scores_codex":[0.9984747,0.0009057994,0.0001327341,0.00008834426,0.0002799097,0.0001185141],"domain_scores_gemma":[0.995426,0.001878868,0.001296482,0.0001001581,0.0005066976,0.0007918234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001161428,0.0002645591,0.9717034,0.00005424014,0.00002179482,0.0001788419,0.0001846869,0.0001485293,0.0001107705,0.00001498672,0.0003747411,0.02682743],"study_design_scores_gemma":[0.00002418697,0.0007588461,0.995759,0.0001185096,0.00004905582,0.0008690278,0.0004156106,0.001433684,0.0001312445,0.00004583625,0.000385904,0.000009088921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937257,0.0009345881,0.0002145049,0.0009408009,0.00003555226,0.00006190599,0.00007688061,0.00002170739,0.00398831],"genre_scores_gemma":[0.9994054,0.0001631871,0.0001909474,0.00008638884,0.00002605561,0.00001066964,0.0000331266,7.69555e-7,0.00008341834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003565586,"threshold_uncertainty_score":0.008755028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019904895815925,"score_gpt":0.316367226826214,"score_spread":0.2961681778680548,"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."}}