{"id":"W3014177705","doi":"10.5664/jcsm.8456","title":"Physical activity is associated with reduced prevalence of self-reported obstructive sleep apnea in a large, general population cohort study","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Cohort; Cohort study; Sleep (system call); Population; Physical activity; Sleep apnea; Polysomnography; Physical therapy; Pediatrics; Apnea; Internal medicine; Environmental health","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":[0.0006743589,0.0006367945,0.000632623,0.0007540236,0.00078442,0.00126164,0.0007521761,0.0009641994,0.001653552],"category_scores_gemma":[0.001836493,0.0008929457,0.001355789,0.001109641,0.0004619235,0.0005790083,0.0006716361,0.001154841,0.0002892202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002999665,"about_ca_system_score_gemma":0.0003472965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01741968,"about_ca_topic_score_gemma":0.0229832,"domain_scores_codex":[0.9993265,0.0001928496,0.00006003181,0.000238636,0.00007968539,0.0001023099],"domain_scores_gemma":[0.9987994,0.0001462554,0.0003893707,0.0002148588,0.0001351565,0.0003149425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002639518,0.00009674916,0.9980072,0.000009473261,0.000419517,0.00008460401,0.00007339338,0.00001922298,0.0004792531,0.000009509613,0.0001171279,0.0004199559],"study_design_scores_gemma":[0.00000888671,0.00004429528,0.9996369,0.000001521935,0.00006742009,0.00006264904,0.00007508384,0.00004823511,0.000009539013,0.000006088716,0.00003704452,0.000002328129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989231,0.0002389179,0.00006888596,0.00005436833,0.00002011135,0.000007371832,0.0003930418,0.000006426087,0.0002877097],"genre_scores_gemma":[0.9991904,0.0001036324,0.00005285567,0.00004149484,0.00001962539,0.000008657051,0.0003351315,0.000004231574,0.0002439718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01741968,"threshold_uncertainty_score":0.03463662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05980845206111324,"score_gpt":0.4105953621772526,"score_spread":0.3507869101161393,"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."}}