{"id":"W2789984763","doi":"10.1200/jco.2018.36.6_suppl.426","title":"Impact of number of cycles of platinum-based first-line chemotherapy for advanced urothelial carcinoma.","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Carboplatin; Metastatic Urothelial Carcinoma; Cisplatin; Retrospective cohort study; Urothelial carcinoma; Oncology; Proportional hazards model; Chemotherapy; Nomogram; Internal medicine; Urology; Cancer; Bladder cancer","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":[0.0007481552,0.000149168,0.0003043114,0.0001223549,0.0000985533,0.0003668344,0.0002647366,0.000339604,0.002013915],"category_scores_gemma":[0.003227804,0.00008966643,0.0009535131,0.0001413536,0.0001089718,0.0003590423,0.0002134497,0.0005454201,0.0002227929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003493055,"about_ca_system_score_gemma":0.0003529974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005283923,"about_ca_topic_score_gemma":0.001018102,"domain_scores_codex":[0.9995932,0.0001886611,0.00003698018,0.000063396,0.00007318545,0.00004468095],"domain_scores_gemma":[0.9975516,0.001145429,0.0006244333,0.0001002124,0.00008953239,0.000488715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1813463,0.00322589,0.6212192,0.0006010749,0.001758153,0.0004470019,0.0001719524,0.00474332,0.01516929,0.0002243942,0.002188525,0.1689048],"study_design_scores_gemma":[0.00158981,0.06384309,0.9214189,0.00008088859,0.001102971,0.0008780035,0.0001233578,0.002950938,0.003489128,0.000159588,0.004341103,0.00002224201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964181,0.002149967,0.00008950558,0.0001206569,0.00004423674,0.00002385831,0.0001719408,0.00001218579,0.0009695916],"genre_scores_gemma":[0.9990748,0.0001943604,0.00008345129,0.00004875192,0.00002121063,0.00001009096,0.0001706177,0.000005123906,0.0003916479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002013915,"threshold_uncertainty_score":0.006737232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09649097531424405,"score_gpt":0.5002311399256388,"score_spread":0.4037401646113948,"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."}}