{"id":"W3214153362","doi":"10.1093/sleep/zsab267","title":"Risk of chronic kidney disease in patients with obstructive sleep apnea","year":2021,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; McGill University Health Centre; University of British Columbia; Libin Cardiovascular Institute of Alberta; Foothills Medical Centre; Université Laval; University of Saskatchewan; University of Calgary","funders":"Canadian Institutes of Health Research; Fonds de Recherche du Québec - Santé; Cumming School of Medicine, University of Calgary","keywords":"Medicine; Obstructive sleep apnea; Kidney disease; Internal medicine; Renal function; Polysomnography; Sleep apnea; Odds ratio; Risk factor; Creatinine; Apnea","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001255512,0.0002122195,0.0004046686,0.0002116135,0.00005247681,0.00001242786,0.0001366231,0.00007728171,0.0006704708],"category_scores_gemma":[0.0008223317,0.0001784967,0.0001112849,0.0007415375,0.0002442498,0.0001397327,0.0001437373,0.0004306632,0.00005111856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004078586,"about_ca_system_score_gemma":0.0002266165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006397186,"about_ca_topic_score_gemma":0.00003518263,"domain_scores_codex":[0.9977692,0.0001606733,0.0003250637,0.0005008752,0.000779146,0.000465028],"domain_scores_gemma":[0.9980335,0.00006342917,0.0001377635,0.0006628199,0.0005536182,0.0005488953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001158016,0.0008044214,0.9697068,0.0001902542,0.0002410535,0.0001549009,0.0001900216,0.00009224335,0.0002821603,0.000174105,0.00002047784,0.02698552],"study_design_scores_gemma":[0.007757642,0.0004345974,0.9855023,0.00009093914,0.0002130745,0.000002496063,0.0001155547,0.002348731,0.002927737,0.0001916534,0.0002355285,0.0001797219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968059,0.0003308708,0.0003045092,0.0002250207,0.0001844258,0.0006187839,0.0002122615,0.00002803821,0.001290206],"genre_scores_gemma":[0.9988161,0.00001079342,0.0006338034,0.00006629909,0.00009543869,0.00003605244,0.0002061835,0.0000451134,0.00009020489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0268058,"threshold_uncertainty_score":0.7341185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006627473367486088,"score_gpt":0.2475691532376127,"score_spread":0.2409416798701266,"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."}}