{"id":"W4403660117","doi":"10.1097/tp.0000000000005236","title":"Risk Stratification for Chronic Kidney Disease After Liver Transplant for Metabolic Dysfunction-associated Steatohepatitis (MASH) Cirrhosis: Results From the NailMASH Consortium","year":2024,"lang":"en","type":"article","venue":"Transplantation","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Steatohepatitis; Medicine; Cirrhosis; Renal function; Kidney disease; Internal medicine; Liver transplantation; Gastroenterology; Transplantation; Liver disease; Urology; Fatty liver; Disease","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":[0.002765121,0.0003070198,0.0003306646,0.0009648233,0.0003223388,0.0006336971,0.0003201521,0.0002202008,0.0008779128],"category_scores_gemma":[0.004628,0.00008802431,0.00061967,0.001053072,0.0001965101,0.0003340492,0.0009986679,0.0003432827,0.0001223135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006314167,"about_ca_system_score_gemma":0.0009625752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01522328,"about_ca_topic_score_gemma":0.02649077,"domain_scores_codex":[0.9990202,0.0003145855,0.00007999274,0.0001711946,0.0003321643,0.00008178232],"domain_scores_gemma":[0.9969372,0.0005889559,0.001004852,0.0002405146,0.0007062168,0.0005223877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002138995,0.0000106428,0.9944381,0.0000156782,0.0001214595,0.00001552047,0.0000280493,0.00007609887,0.00006719436,0.00001973436,0.0001960411,0.004797576],"study_design_scores_gemma":[0.00002225112,0.00006701619,0.9987224,0.00002602025,0.0001370524,0.00008316528,0.00008506265,0.0003641612,0.00007564684,0.0000382744,0.000373126,0.000005955461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964069,0.001019263,0.0002495462,0.0002245955,0.00001375858,0.00002468098,0.0009042176,0.0000084289,0.001148636],"genre_scores_gemma":[0.9980139,0.0002643529,0.0002946873,0.00004882147,0.00001971156,0.00001331156,0.001176314,0.000003504097,0.0001653257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01522328,"threshold_uncertainty_score":0.03026938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01376638834753254,"score_gpt":0.2484824600905918,"score_spread":0.2347160717430592,"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."}}