{"id":"W2588623890","doi":"10.1093/annonc/mdw390.39","title":"Mannitol dosing and cisplatin-induced acute nephrotoxicity","year":2016,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Chemotherapy-induced organ toxicity mitigation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Nephrotoxicity; Renal function; Common Terminology Criteria for Adverse Events; Urology; Cisplatin; Diabetes mellitus; Odds ratio; Adverse effect; Internal medicine; Toxicity; Chemotherapy; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001942008,0.00019698,0.0002083713,0.0001788088,0.0002041426,0.0003051368,0.0001682921,0.0002583611,0.00148012],"category_scores_gemma":[0.0008619234,0.00008246145,0.0002351004,0.0001985816,0.0001628449,0.0002902815,0.0002107803,0.0005027031,0.0001084728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003985389,"about_ca_system_score_gemma":0.0005756028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006608079,"about_ca_topic_score_gemma":0.001434746,"domain_scores_codex":[0.9998121,0.00006748929,0.00002037578,0.00001560619,0.00005267121,0.00003184535],"domain_scores_gemma":[0.9996454,0.00005084386,0.0001552971,0.00002148283,0.00003567575,0.00009145212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.07834753,0.006078113,0.2389127,0.0008105921,0.001152685,0.005540141,0.0004122677,0.003492636,0.37887,0.001634375,0.002644021,0.282105],"study_design_scores_gemma":[0.001026693,0.06611454,0.7254172,0.0001378714,0.0008569323,0.008462431,0.0003405975,0.004649559,0.1738376,0.0008717371,0.0182112,0.00007362724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959935,0.002107087,0.0002354672,0.0001487991,0.00003216708,0.00004047339,0.0000481203,0.00001723976,0.001377189],"genre_scores_gemma":[0.9992157,0.0003087131,0.0001305502,0.00002849924,0.00001400646,0.000006329025,0.00003156068,0.000001227397,0.0002633142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00148012,"threshold_uncertainty_score":0.004951537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0831567262737403,"score_gpt":0.3912411451315784,"score_spread":0.3080844188578381,"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."}}