{"id":"W2886723220","doi":"10.1159/000489963","title":"Obstructive Sleep Apnea Increases Sudden Cardiac Death in Incident Hemodialysis Patients","year":2018,"lang":"en","type":"article","venue":"American Journal of Nephrology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute","keywords":"Medicine; Internal medicine; Hemodialysis; Obstructive sleep apnea; Body mass index; Cardiology; Coronary artery disease; Proportional hazards model; Diabetes mellitus; Comorbidity; Prospective cohort study; Sudden cardiac death; Endocrinology","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":[0.0005637417,0.00021485,0.0002609344,0.0004280842,0.0003640243,0.0005051454,0.0002232624,0.0003847035,0.002094045],"category_scores_gemma":[0.002651211,0.0002145571,0.0006051784,0.0004669203,0.0001628359,0.0002873408,0.0004156948,0.0007838625,0.0001772673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001428816,"about_ca_system_score_gemma":0.0002656403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001984884,"about_ca_topic_score_gemma":0.002365303,"domain_scores_codex":[0.9996322,0.0001121103,0.00003814656,0.00007421313,0.00008733293,0.0000559813],"domain_scores_gemma":[0.9979469,0.0004948142,0.0009238141,0.0001061451,0.0001998896,0.0003284625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004526831,0.00001477011,0.9990809,0.000006002178,0.00003544581,0.00003838283,0.00001678684,0.00001707474,0.00005311728,0.00000643968,0.00006460892,0.0006211739],"study_design_scores_gemma":[0.000004859727,0.00003541599,0.9993719,0.000006780539,0.00003256826,0.0002157762,0.00003739882,0.0001697651,0.00001840837,0.00002218744,0.00008303006,0.000001783337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981973,0.0005458478,0.0001456931,0.00009194787,0.00002048903,0.000009465509,0.0002824477,0.000009358865,0.0006975929],"genre_scores_gemma":[0.9992124,0.0002184052,0.00009743634,0.00004410592,0.00004377596,0.000006433345,0.0002829629,0.000001850423,0.00009259339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002094045,"threshold_uncertainty_score":0.007005215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093850237195338,"score_gpt":0.2848432941284493,"score_spread":0.273904791756496,"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."}}