{"id":"W2605744525","doi":"10.1002/pbc.26538","title":"Urine biomarkers of acute kidney injury in noncritically ill, hospitalized children treated with chemotherapy","year":2017,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Chemotherapy-induced organ toxicity mitigation","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McMaster University; Ontario Clinical Oncology Group; Montreal Children's Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Fonds de Recherche du Québec - Santé; National Institutes of Health","keywords":"Medicine; Acute kidney injury; Nephrotoxicity; Kidney disease; Urine; Biomarker; Creatinine; Urology; Carboplatin; Ifosfamide; Lipocalin; Internal medicine; Chemotherapy; Gastroenterology; Kidney; Cisplatin","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001427111,0.0002976285,0.000588729,0.000256432,0.00008818605,0.00003655686,0.0002620771,0.0001848109,0.0003298502],"category_scores_gemma":[0.0001016138,0.0002523396,0.0001133227,0.0003915729,0.0001886669,0.0001945199,0.0000383903,0.0002301162,0.000005451748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001000513,"about_ca_system_score_gemma":0.00038694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001322648,"about_ca_topic_score_gemma":0.00001636849,"domain_scores_codex":[0.9983354,0.00002069355,0.0004162763,0.0004551283,0.0003877294,0.0003848131],"domain_scores_gemma":[0.9985219,0.00001524353,0.0003173185,0.0006235642,0.0002398787,0.0002820496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001056413,0.0004836098,0.9527805,0.000117455,0.0007620551,0.0000234924,0.0001185326,8.178595e-8,0.04200773,0.000008088005,0.001129881,0.001512202],"study_design_scores_gemma":[0.0116165,0.0005519942,0.7816362,0.0001201019,0.001040505,0.00002510507,0.000003773431,0.000009276643,0.2046841,0.00001652682,0.00004778958,0.0002480866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940244,0.0001733585,0.000006145212,0.003972597,0.00005720916,0.0007957865,0.0002225265,0.00007139842,0.0006766037],"genre_scores_gemma":[0.9944111,0.002595279,0.001085241,0.001013367,0.0005220386,0.00006245383,0.00005965738,0.00008382756,0.0001670443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1711442,"threshold_uncertainty_score":0.9999929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005611212401658758,"score_gpt":0.2698623208065535,"score_spread":0.2642511084048947,"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."}}