{"id":"W3108278392","doi":"10.1158/1055-9965.epi-20-0975","title":"Obstructive Sleep Apnea and Incident Cancer: A Large Retrospective Multicenter Clinical Cohort Study","year":2020,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Western University; St. Michael's Hospital; University of Calgary; Institute for Clinical Evaluative Sciences; Ottawa Hospital","funders":"National Heart, Lung, and Blood Institute; Lung Health Foundation; National Institute on Aging; Physicians' Services Incorporated Foundation; Ottawa Hospital Research Institute; London Health Sciences Centre; American Thoracic Society","keywords":"Medicine; Obstructive sleep apnea; Hazard ratio; Hypoxemia; Retrospective cohort study; Internal medicine; Proportional hazards model; Cohort study; Number needed to harm; Sleep apnea; Cancer registry; Cancer; Cohort; Incidence (geometry); Pediatrics; Relative risk; Confidence interval; Number needed to treat","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001503314,0.0003655724,0.0004687224,0.0008902077,0.001001604,0.0009104203,0.0007518149,0.0004980913,0.0008409871],"category_scores_gemma":[0.002608372,0.0006104035,0.00061213,0.002302711,0.0003382083,0.0005357693,0.0006152728,0.000683392,0.0001799743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008890006,"about_ca_system_score_gemma":0.001565814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05195575,"about_ca_topic_score_gemma":0.06990965,"domain_scores_codex":[0.9987963,0.0002789615,0.000120894,0.0003782465,0.0002600217,0.0001655365],"domain_scores_gemma":[0.9975514,0.0002071438,0.001005007,0.0004308264,0.0004038026,0.000401856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006310807,0.00001895036,0.9992709,0.000006376984,0.0000748163,0.00004064496,0.0000321849,0.00001258322,0.00006701553,0.000009078921,0.0001412401,0.0002631651],"study_design_scores_gemma":[0.00002645865,0.00005004142,0.9991431,0.000007465952,0.0000666912,0.000169622,0.00011496,0.0001250651,0.00002199991,0.00001002262,0.0002601673,0.000004386228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966789,0.0003427128,0.0001832998,0.0000745935,0.00001130008,0.00006227,0.00232671,0.000006417768,0.0003137887],"genre_scores_gemma":[0.9974033,0.0002291031,0.0002969851,0.00007238182,0.00002252211,0.00006301771,0.001799308,0.00000403534,0.0001093214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05195575,"threshold_uncertainty_score":0.1033067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07136162873425007,"score_gpt":0.4340445634173158,"score_spread":0.3626829346830657,"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."}}