{"id":"W4403143673","doi":"10.1016/j.euf.2024.09.013","title":"Survival Rates in Trimodal Therapy Versus Radiotherapy in Urothelial Carcinoma of Urinary Bladder","year":2024,"lang":"en","type":"article","venue":"European Urology Focus","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Radiation therapy; Urothelial carcinoma; Urology; Urinary bladder; Carcinoma; Urinary system; Oncology; Internal medicine; Bladder cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003809409,0.0002502138,0.0004487866,0.0003782732,0.00002054343,0.00001245284,0.0001537432,0.00009339848,0.0004008164],"category_scores_gemma":[0.00002414767,0.0002077236,0.0001387712,0.0003727837,0.0001581078,0.00006451648,0.0000335216,0.000363279,0.00007489696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008567075,"about_ca_system_score_gemma":0.0002117975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003053182,"about_ca_topic_score_gemma":0.00004829833,"domain_scores_codex":[0.9981214,0.0004855102,0.0004023477,0.0004524067,0.0001724777,0.0003658787],"domain_scores_gemma":[0.9993547,0.0001869723,0.00004312833,0.0003096272,0.00002362801,0.00008199608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07375056,0.003946858,0.6611021,0.0001916369,0.001628722,0.02424313,0.008834778,0.0001359816,0.03034296,0.002057418,0.001786885,0.191979],"study_design_scores_gemma":[0.03707503,0.01076314,0.9225928,0.0000578187,0.0001048789,0.0002157854,0.0001180036,0.0003372166,0.004387657,0.0001853769,0.02378983,0.000372472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503133,0.01990146,0.0000287335,0.001289944,0.0009830729,0.0004630692,0.00002280398,0.00006829916,0.0269293],"genre_scores_gemma":[0.997825,0.0009288436,0.00006478755,0.0002382247,0.0004223663,0.00001893131,0.00001087733,0.00008782445,0.000403172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2614908,"threshold_uncertainty_score":0.8470722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03257518189447241,"score_gpt":0.3066635815962522,"score_spread":0.2740883997017798,"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."}}