{"id":"W2800852263","doi":"10.1177/1078155218771461","title":"A case–control study analyzing mannitol dosing for prevention of cisplatin-induced acute nephrotoxicity","year":2018,"lang":"en","type":"article","venue":"Journal of Oncology Pharmacy Practice","topic":"Chemotherapy-induced organ toxicity mitigation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; Princess Margaret Cancer Centre","funders":"University Health Network","keywords":"Nephrotoxicity; Medicine; Renal function; Urology; Dosing; Cisplatin; Mannitol; Odds ratio; Internal medicine; Toxicity; Chemotherapy; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003120669,0.0002057213,0.0007640736,0.00037811,0.0001858255,0.00002633493,0.0001433095,0.0001273656,0.0001361627],"category_scores_gemma":[0.001960881,0.0001882535,0.0002641668,0.0003848547,0.00008403459,0.001000621,0.00002835718,0.0006613652,0.000005032105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004562923,"about_ca_system_score_gemma":0.0006326826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002543161,"about_ca_topic_score_gemma":0.00001538879,"domain_scores_codex":[0.9971936,0.0006725682,0.001233593,0.000233073,0.00039388,0.0002732457],"domain_scores_gemma":[0.9933747,0.001534208,0.002910051,0.0002209938,0.001774639,0.0001853846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01222816,0.002902691,0.00308265,0.00005184407,0.002931922,0.001925011,0.002373947,0.000003965466,0.9175667,0.000005280129,0.0003859206,0.05654195],"study_design_scores_gemma":[0.04978545,0.01950584,0.003817623,0.0001507029,0.01082838,0.05400832,0.002785844,0.001792269,0.8531257,0.00007379142,0.003891886,0.0002342115],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838132,0.00006025288,0.00993441,0.003361932,0.0004897773,0.00193331,0.000008527394,0.0000184218,0.0003802163],"genre_scores_gemma":[0.9804603,0.0000260461,0.01698498,0.0009530448,0.001474414,0.00001920034,0.000001297579,0.00003881897,0.00004182412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06444097,"threshold_uncertainty_score":0.7676754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07868815350006637,"score_gpt":0.4609149688159561,"score_spread":0.3822268153158898,"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."}}