{"id":"W4313309375","doi":"10.3138/canlivj-2022-0019","title":"Albuminuria post–liver transplant is a predictor of kidney disease progression and mortality","year":2022,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto East General Hospital; BC Cancer Agency; University of British Columbia","funders":"","keywords":"Albuminuria; Medicine; Renal function; Kidney disease; Internal medicine; Creatinine; Prospective cohort study; Population; Proportional hazards model; Gastroenterology; Urology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0008762375,0.0002276149,0.0003095516,0.0004738249,0.0003734051,0.0006727458,0.0002889167,0.0003289692,0.001515138],"category_scores_gemma":[0.002691046,0.0001500775,0.0003234392,0.0007601344,0.0003726865,0.0002643049,0.0003691681,0.0009905952,0.000180594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004904491,"about_ca_system_score_gemma":0.0008362206,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01483458,"about_ca_topic_score_gemma":0.02226005,"domain_scores_codex":[0.999507,0.00009137224,0.0000401543,0.00006946396,0.0001870069,0.0001050403],"domain_scores_gemma":[0.9958877,0.0005103395,0.002057774,0.0001339584,0.0004677758,0.0009425372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005198893,0.000008782215,0.9992197,0.000004547892,0.00002398133,0.00002112927,0.000007738822,0.00003598902,0.00005014898,0.000004009782,0.00005443158,0.0005176018],"study_design_scores_gemma":[0.000001526329,0.00002315135,0.9996709,0.000003285646,0.00001459224,0.000070953,0.00001256084,0.0001195204,0.00002008281,0.000007603175,0.00005469501,0.00000123727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987093,0.0004610567,0.00009186651,0.0001217663,0.00001024106,0.000004011914,0.0001726836,0.000004928017,0.000424159],"genre_scores_gemma":[0.9996141,0.00009750891,0.00003531441,0.00001871751,0.00001529456,0.000001759204,0.0001239242,0.000001024958,0.00009239902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9851654,"threshold_uncertainty_score":0.02949649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277419169597932,"score_gpt":0.2437476770872313,"score_spread":0.230973485391252,"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."}}