{"id":"W2005873960","doi":"10.1053/j.jrn.2009.10.002","title":"Independent and Joint Associations of Nutritional Status Indicators With Mortality Risk Among Chronic Hemodialysis Patients in the Dialysis Outcomes and Practice Patterns Study (DOPPS)","year":2010,"lang":"en","type":"article","venue":"Journal of Renal Nutrition","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kyowa Hakko Kirin; Amgen","keywords":"Medicine; Dialysis; Internal medicine; Creatinine; Hemodialysis; Body mass index; Kidney disease; Proportional hazards model; Relative risk; Risk factor; Intensive care medicine; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002424339,0.000338752,0.0005435992,0.0008300352,0.0003568128,0.0007925414,0.000507752,0.0005061781,0.0005897788],"category_scores_gemma":[0.006688884,0.0004329783,0.0006405483,0.001428633,0.0003523076,0.0005463564,0.001274001,0.0007079365,0.00008551905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003127208,"about_ca_system_score_gemma":0.0005994781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008259349,"about_ca_topic_score_gemma":0.01423881,"domain_scores_codex":[0.998351,0.0006893502,0.0002074981,0.0003568479,0.0002399615,0.0001554672],"domain_scores_gemma":[0.9938682,0.001184249,0.003253493,0.0005208484,0.0005324942,0.0006407168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002899694,0.000005546437,0.9996159,0.000002725643,0.00005513673,0.000004975664,0.00002044525,0.00001175733,0.00002050047,0.000003327911,0.00001981011,0.0002108234],"study_design_scores_gemma":[0.000006408321,0.0000353854,0.9996542,0.000003520917,0.00003193471,0.00004800057,0.00004682621,0.0001093312,0.00001482858,0.000008328992,0.00003967303,0.000001574772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990128,0.0001600444,0.0001018903,0.00004787627,0.000002526284,0.000007638084,0.0005559349,0.000001898628,0.0001093277],"genre_scores_gemma":[0.9989638,0.00006175407,0.0001628677,0.00001478788,0.000005055416,0.0000114707,0.0007190117,0.000001798932,0.00005954353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008259349,"threshold_uncertainty_score":0.01642257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01358267738376972,"score_gpt":0.2872077933223852,"score_spread":0.2736251159386154,"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."}}