{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001729739,0.0002796396,0.0005551393,0.0008303294,0.0005529388,0.0009947461,0.0004586129,0.0005468154,0.001812786],"category_scores_gemma":[0.009018864,0.0002589458,0.001116814,0.001368381,0.0002750506,0.0009363408,0.001056643,0.001560223,0.0002698939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001920567,"about_ca_system_score_gemma":0.004240931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03054532,"about_ca_topic_score_gemma":0.05872355,"domain_scores_codex":[0.9985819,0.0004299365,0.0001783772,0.0001993421,0.0003969698,0.0002134945],"domain_scores_gemma":[0.9960591,0.0007046739,0.001536372,0.0001304121,0.000983556,0.000586019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002416986,0.000128853,0.9739485,0.00033646,0.0002055656,0.00005396184,0.0002897715,0.0001717249,0.0001681827,0.000144365,0.002444384,0.02186647],"study_design_scores_gemma":[0.00005005156,0.0004121382,0.992685,0.0003503199,0.0003575828,0.0002520383,0.0004915569,0.0004656104,0.0004732691,0.0001454541,0.004297835,0.00001912608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689401,0.01671028,0.001327565,0.004703949,0.0002777443,0.0002838072,0.003919369,0.00005514386,0.003781979],"genre_scores_gemma":[0.9820295,0.01041986,0.003364208,0.0008027393,0.0001536739,0.0002350214,0.001844397,0.00001796009,0.001132623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03054532,"threshold_uncertainty_score":0.06073505,"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."}}