{"id":"W4415217536","doi":"10.1136/heartjnl-2025-ics.23","title":"23 Increased red blood cell distribution width is a marker of adverse cardiorenal outcomes following cardiac surgery","year":2025,"lang":"en","type":"article","venue":"","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University Health Network; Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Red blood cell distribution width; Quartile; Cardiac surgery; Acute kidney injury; Heart failure; Risk stratification; Multivariate analysis; Cardiorenal syndrome","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":[0.0008225612,0.0001764666,0.0004528493,0.0003282226,0.0001508317,0.0006013741,0.0002612688,0.0002683674,0.003004591],"category_scores_gemma":[0.002026324,0.0001049892,0.0004219848,0.0005305758,0.0002615646,0.0002537712,0.0002924755,0.0006779847,0.0003615789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001904384,"about_ca_system_score_gemma":0.0001973278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008183296,"about_ca_topic_score_gemma":0.0009142979,"domain_scores_codex":[0.9995412,0.0001356687,0.00005570626,0.00009347379,0.00009730644,0.00007658121],"domain_scores_gemma":[0.9976314,0.000498133,0.001364287,0.0001262501,0.000109657,0.0002702195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001134918,0.00006283759,0.9897696,0.00005155917,0.000298123,0.00008650393,0.00001354235,0.000148088,0.0005745607,0.00002951741,0.0003330252,0.007497803],"study_design_scores_gemma":[0.00002033562,0.0002462126,0.9987233,0.000009339788,0.00005594598,0.0002026114,0.0000166273,0.0002219764,0.0002050646,0.00005621489,0.0002375602,0.000004808339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968492,0.001027593,0.00020402,0.0001400211,0.00001582527,0.00001220469,0.0006925901,0.000008925745,0.001049679],"genre_scores_gemma":[0.9988771,0.0002419306,0.0001503722,0.00005856821,0.00003913684,0.00001209149,0.0003718743,0.000002071435,0.0002466827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003004591,"threshold_uncertainty_score":0.01005131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007279962685409865,"score_gpt":0.2414679293722795,"score_spread":0.2341879666868696,"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."}}