{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002586622,0.0002093699,0.0003393232,0.0001884342,0.0001054574,0.00002509627,0.00005108601,0.0002361178,0.00001608376],"category_scores_gemma":[0.000007880195,0.0002063643,0.000141542,0.0001404393,0.000156572,0.0003918181,0.000006473693,0.0002012693,0.00000341214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001954942,"about_ca_system_score_gemma":0.0001258973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001092055,"about_ca_topic_score_gemma":0.00001521169,"domain_scores_codex":[0.9983983,0.0001130226,0.0006279812,0.0004583652,0.0001977463,0.0002045701],"domain_scores_gemma":[0.9991974,0.0002160794,0.0001250128,0.0001474847,0.0001192351,0.0001947994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08929596,0.002227784,0.8276886,0.03544263,0.002071033,0.0009879845,0.01095518,0.000007598967,0.01740609,0.001015,0.000109729,0.01279243],"study_design_scores_gemma":[0.006416983,0.001099749,0.9702864,0.001101231,0.007745462,0.00006452425,0.00003783103,0.002509219,0.01025106,0.0002742894,0.00001983783,0.0001934412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642356,0.0003320949,0.03155128,0.00014011,0.0002412463,0.001533277,0.001625992,0.00006480443,0.0002756167],"genre_scores_gemma":[0.9792547,0.01695507,0.002142552,0.0002989926,0.000116726,0.0001371237,0.0009952333,0.00002209443,0.00007755505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1425978,"threshold_uncertainty_score":0.8415292,"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."}}