{"id":"W2060398049","doi":"10.1016/j.jtcvs.2011.09.023","title":"Preoperative proteinuria predicts acute kidney injury in patients undergoing cardiac surgery","year":2011,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Children's Hospital; Western University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Abbott Diagnostics; Georgia Clinical and Translational Science Alliance; National Center for Research Resources; American Heart Association","keywords":"Acute kidney injury; Medicine; Proteinuria; Creatinine; Urology; Dialysis; Renal function; Kidney disease; Urine; Internal medicine; Kidney; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005240606,0.0003183285,0.001874889,0.0008603312,0.00009409288,0.00004530554,0.0001349994,0.000238716,0.00009147054],"category_scores_gemma":[0.002058148,0.0002533463,0.001850774,0.0005934224,0.0001575408,0.0006158195,0.0001218073,0.0007392882,0.00001138692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001623641,"about_ca_system_score_gemma":0.001572914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003133923,"about_ca_topic_score_gemma":2.932545e-7,"domain_scores_codex":[0.9958107,0.0009080574,0.001022857,0.0003657328,0.001345969,0.000546712],"domain_scores_gemma":[0.997415,0.0002620715,0.0003191293,0.0005467302,0.0006550398,0.0008019965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00291495,0.0002989658,0.9009041,0.0004165714,0.006665415,0.0009015979,0.0006736611,2.895237e-7,0.00006982307,0.000002473005,0.04030902,0.04684317],"study_design_scores_gemma":[0.001278216,0.0009482505,0.9707106,0.00278657,0.002911846,0.0005605842,0.0003033071,0.00001189164,0.01118897,0.0001013958,0.008561796,0.0006365223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936121,0.003273674,0.0001790012,0.0001745962,0.0008709901,0.0007455877,0.0001127241,0.00002568144,0.001005703],"genre_scores_gemma":[0.9944707,0.00405461,0.000556757,0.0002169977,0.0004012936,0.00004315849,0.00003759312,0.00006332916,0.0001555596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0698066,"threshold_uncertainty_score":0.9999919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02881117724538054,"score_gpt":0.287878316153958,"score_spread":0.2590671389085775,"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."}}