{"id":"W1959863861","doi":"10.1111/ajt.13144","title":"Associations of Deceased Donor Kidney Injury With Kidney Discard and Function After Transplantation","year":2015,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"U.S. Public Health Service; National Institutes of Health; National Institute of Diabetes and Digestive and Kidney Diseases; Roche Organ Transplant Research Foundation","keywords":"Medicine; Acute kidney injury; Renal function; Urology; Interquartile range; Creatinine; Kidney transplantation; Kidney; Transplantation; Internal medicine; Kidney 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003184658,0.0001585819,0.0003852297,0.0003535939,0.00004013364,0.00002026521,0.0000450043,0.00005426911,0.00002690252],"category_scores_gemma":[0.00004338142,0.0001277833,0.00008604769,0.0003912717,0.0001502948,0.0004313043,0.000001241967,0.000169887,0.000002688665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006538488,"about_ca_system_score_gemma":0.0004456845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006375636,"about_ca_topic_score_gemma":0.00002923903,"domain_scores_codex":[0.998503,0.0001144064,0.0005604494,0.0001476332,0.0005347223,0.0001397572],"domain_scores_gemma":[0.9983385,0.00006362591,0.0005610071,0.00008638966,0.0004935468,0.0004569573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0418167,0.0005676047,0.8994855,0.0008271528,0.0009440432,0.0002198246,0.01364498,0.0001121983,0.02086468,0.0003848432,0.0005359717,0.02059651],"study_design_scores_gemma":[0.008984427,0.004705683,0.9675875,0.0006651736,0.003058237,0.0009265381,0.0007733606,0.0000947248,0.01256593,0.0001674089,0.0002224621,0.0002485921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675308,0.00004304342,0.0300262,0.001288037,0.000147496,0.0002167145,0.0004348196,0.00002134128,0.0002915808],"genre_scores_gemma":[0.9945628,0.0005261473,0.003605931,0.0007281269,0.00009725356,0.000006492488,0.000429693,0.00002354635,0.00002001049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06810198,"threshold_uncertainty_score":0.5210853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012360119273481,"score_gpt":0.2538376590047169,"score_spread":0.2437140578119821,"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."}}