{"id":"W3212852675","doi":"10.1177/20543581211057708","title":"A Canadian Study of Cisplatin Metabolomics and Nephrotoxicity (ACCENT): A Clinical Research Protocol","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Chemotherapy-induced organ toxicity mitigation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Western Ontario; University of Alberta; Princess Margaret Cancer Centre; University of Manitoba; University Health Network; CancerCare Manitoba; Ontario Institute for Cancer Research; Institute for Clinical Evaluative Sciences; McGill University Health Centre; University of Toronto; Montreal Children's Hospital; Western University; BC Children's Hospital; SickKids Foundation; University of British Columbia; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Nephrotoxicity; Cisplatin; Kidney disease; Creatinine; Acute kidney injury; Internal medicine; Nephrology; Metabolomics; Biomarker; Cohort; Urinary system; Intensive care medicine; Oncology; Kidney; Chemotherapy; Bioinformatics; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007343306,0.002947334,0.002061646,0.002061813,0.008852558,0.002168622,0.005795093,0.002076455,0.01770775],"category_scores_gemma":[0.005682231,0.001675052,0.00255542,0.005399663,0.00163619,0.001147274,0.002232758,0.001962674,0.004099096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03361637,"about_ca_system_score_gemma":0.1390793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7352934,"about_ca_topic_score_gemma":0.862606,"domain_scores_codex":[0.9948984,0.001223575,0.0005131018,0.0008327281,0.001409926,0.001122376],"domain_scores_gemma":[0.9918131,0.0003247495,0.0007730761,0.0006421831,0.00408517,0.002361712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1118477,0.018934,0.3315595,0.01491558,0.001939239,0.004595615,0.005120593,0.007684782,0.009390841,0.01407783,0.3724583,0.1074761],"study_design_scores_gemma":[0.0548255,0.0102491,0.6637,0.003186998,0.001048084,0.0008290609,0.002428921,0.002785048,0.001817563,0.002504167,0.2561587,0.000466909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.04295974,0.001354141,0.003642421,0.001480515,0.0002766757,0.8651708,0.07103474,0.0001321755,0.01394883],"genre_scores_gemma":[0.09698185,0.003115391,0.02588406,0.002961685,0.0003471875,0.8027107,0.05901501,0.00005287489,0.008931327],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2647066,"threshold_uncertainty_score":0.532531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09782134275379942,"score_gpt":0.4444070897085309,"score_spread":0.3465857469547314,"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."}}