{"id":"W4407100878","doi":"10.3390/cancers17030509","title":"Split-Dose Cisplatin Use, Eligibility Criteria, and Drivers for Treatment Choice in Patients with Locally Advanced or Metastatic Urothelial Carcinoma: Results of a Large International Physician Survey","year":2025,"lang":"en","type":"article","venue":"Cancers","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Cisplatin; Medicine; Gemcitabine; Demographics; Creatinine; Oncology; Urology; Internal medicine; Chemotherapy; Renal function; Demography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001440007,0.0001218737,0.0002445637,0.0006595121,0.0002840252,0.0006848567,0.0002542206,0.0005066589,0.001278521],"category_scores_gemma":[0.004754573,0.0002006147,0.0004273362,0.001254742,0.0002635663,0.0006557232,0.0005914092,0.0005080657,0.0002429318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000382784,"about_ca_system_score_gemma":0.0005012961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007380154,"about_ca_topic_score_gemma":0.008719801,"domain_scores_codex":[0.9990885,0.0003656342,0.000132704,0.0001278111,0.0001479683,0.000137448],"domain_scores_gemma":[0.9946853,0.001235205,0.002886776,0.0001661052,0.0003410553,0.0006856124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002343965,0.00002820023,0.9990772,0.00000705402,0.00000995247,0.00001228994,0.0001379861,0.00001301342,0.00002507459,0.000003673708,0.00005929149,0.0006027044],"study_design_scores_gemma":[0.000003031649,0.0000735656,0.9988402,0.000009409654,0.000008371251,0.00006133584,0.0007300014,0.00008873291,0.00001657931,0.000003966597,0.0001625908,0.00000228274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989404,0.0001829806,0.00004379248,0.0001313759,0.000002262985,0.00001381934,0.0003710614,0.000001891267,0.0003123765],"genre_scores_gemma":[0.9993626,0.000141713,0.00006322513,0.00006885235,0.0000044395,0.00001201029,0.0002701327,0.000001317596,0.00007576792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007380154,"threshold_uncertainty_score":0.01467443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02830510392594019,"score_gpt":0.3521308276843383,"score_spread":0.3238257237583981,"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."}}