{"id":"W4416645588","doi":"10.1097/lvt.0000000000000755","title":"Urinary cell cycle arrest proteins for early prediction and phenotyping of subclinical and clinical acute kidney injury after liver transplantation","year":2025,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Subclinical infection; Acute kidney injury; Liver transplantation; Urinary system; Biomarker; Kidney disease; Creatinine; Intensive care unit; Transplantation","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":[0.0006562168,0.000510661,0.0007810028,0.0009631205,0.0002364548,0.0008316673,0.0002618134,0.0003582242,0.0007390386],"category_scores_gemma":[0.001533809,0.0001779393,0.0003102858,0.0005249653,0.0001753286,0.0004019022,0.0004388776,0.0005754377,0.0002255688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000273695,"about_ca_system_score_gemma":0.0003519621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001326531,"about_ca_topic_score_gemma":0.002195624,"domain_scores_codex":[0.999666,0.0001058033,0.00002931216,0.00005883125,0.00007438938,0.00006577611],"domain_scores_gemma":[0.9990093,0.0002469696,0.0003431045,0.00005014746,0.0001491577,0.0002013434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00201009,0.0001314849,0.9812448,0.0000298603,0.00004203338,0.00006769377,0.00004668129,0.0002299696,0.003160671,0.00002300315,0.0001511577,0.01286255],"study_design_scores_gemma":[0.00005137001,0.001109164,0.9913357,0.00001830828,0.00007710574,0.0003019638,0.0001019425,0.004177456,0.002339072,0.00006519802,0.0004056065,0.00001707934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975119,0.001186637,0.0006471114,0.00003833505,0.00002278419,0.00002723806,0.0001933653,0.00002855864,0.000344066],"genre_scores_gemma":[0.9987625,0.0002732698,0.0004860595,0.00002421014,0.00002628452,0.00001761569,0.0002118796,0.000003636347,0.0001945307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001326531,"threshold_uncertainty_score":0.003470421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01104361901680481,"score_gpt":0.2875256161850627,"score_spread":0.2764819971682579,"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."}}