{"id":"W7161789671","doi":"10.82308/47018","title":"Cisplatin nephrotoxicity in children treated for cancer: improving acute kidney injury diagnosis and predicting kidney health outcomes after cancer therapy","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Chemotherapy-induced organ toxicity mitigation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kidney cancer; Kidney disease; Cancer; Chemotherapy; Acute kidney injury","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002848004,0.00071662,0.0013836,0.0004231356,0.0001723119,0.0000945968,0.0001263143,0.0006392661,0.000727461],"category_scores_gemma":[0.0004296982,0.0006462712,0.0002522001,0.0004870291,0.00004091659,0.0002135738,0.00002886413,0.0006653903,8.858154e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009482585,"about_ca_system_score_gemma":0.002799554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01892403,"about_ca_topic_score_gemma":0.004870952,"domain_scores_codex":[0.9968252,0.00009502066,0.000957837,0.001050809,0.0004200369,0.0006511188],"domain_scores_gemma":[0.9978777,0.0001002013,0.0006034176,0.0004082532,0.0002313757,0.0007790725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008311086,0.0002127693,0.8986707,0.000687795,0.0008381463,0.000004267597,0.001857375,2.865959e-7,0.02272981,0.000001522246,0.003773139,0.07039308],"study_design_scores_gemma":[0.005411309,0.0002780784,0.7106289,0.002052166,0.000290201,0.000006217149,0.0002079861,0.0001676056,0.2801036,0.00001227961,0.0003033669,0.0005383435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835923,0.001518241,0.00001502741,0.006284382,0.0002863874,0.005627233,0.002454251,0.0001701499,0.00005200438],"genre_scores_gemma":[0.9089393,0.0206484,0.001617825,0.03508728,0.0008256454,0.01540152,0.01201345,0.0004560204,0.005010569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2573738,"threshold_uncertainty_score":0.9995989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012374723451231,"score_gpt":0.3271402654856868,"score_spread":0.3147655420344557,"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."}}