{"id":"W4210270496","doi":"10.1093/ckj/sfac021","title":"Outcomes and predictors of skin sodium concentration in dialysis patients","year":2022,"lang":"en","type":"article","venue":"Clinical Kidney Journal","topic":"Sodium Intake and Health","field":"Nursing","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; London Health Sciences Centre; Western University","funders":"Canadian Institutes of Health Research","keywords":"Interquartile range; Medicine; Quartile; Hazard ratio; Proportional hazards model; Internal medicine; Peritoneal dialysis; Confidence interval; Hemodialysis; Dialysis; Renal function; Sodium; Cohort; Surgery; Gastroenterology; Cardiology; Urology; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005720933,0.0002016713,0.0003425624,0.0003388063,0.0003106303,0.0005218611,0.0002374106,0.0003714504,0.001480706],"category_scores_gemma":[0.001773695,0.0001231029,0.0003747428,0.0006614141,0.0001996111,0.0004014751,0.0004605031,0.0006879774,0.0001569243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001989813,"about_ca_system_score_gemma":0.000231785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152666,"about_ca_topic_score_gemma":0.00109116,"domain_scores_codex":[0.9996693,0.0001044287,0.00003874314,0.00008335416,0.00004773666,0.00005642671],"domain_scores_gemma":[0.9985248,0.0002237768,0.000741307,0.00006370277,0.0001193226,0.0003271046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001845455,0.00003465385,0.9989611,0.000008968203,0.00002975039,0.00003613038,0.00002178184,0.00003820921,0.00007595927,0.000009345674,0.00005235426,0.000547143],"study_design_scores_gemma":[0.00001395195,0.0001578624,0.9991027,0.000006821501,0.00002769105,0.0001619416,0.00009354897,0.0002462082,0.00004471494,0.00005421096,0.00008651642,0.000003953377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992161,0.0002255991,0.00005849434,0.00004791246,0.000003934132,0.000004448986,0.0002069904,0.000002246733,0.0002342667],"genre_scores_gemma":[0.9997404,0.00004166679,0.00002330129,0.00001271679,0.000006682803,0.000003682414,0.0001327002,4.754953e-7,0.00003834357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001480706,"threshold_uncertainty_score":0.004953444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03104708830167043,"score_gpt":0.3485640696055494,"score_spread":0.317516981303879,"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."}}