{"id":"W4399605698","doi":"10.1016/j.clgc.2024.102139","title":"Survival of Metastatic Urothelial Carcinoma of Urinary Bladder According to Number and Location of Visceral Metastases","year":2024,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Urothelial carcinoma; Urology; Urinary bladder; Metastatic Urothelial Carcinoma; Urinary system; Carcinoma; Urothelial cancer; Bladder cancer; Oncology; Internal medicine; 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":[0.0003770585,0.000213109,0.000814437,0.0001293568,0.00002603755,0.000008194575,0.0001022765,0.00007754901,0.0003317005],"category_scores_gemma":[0.0001518988,0.0001733868,0.0002095498,0.0005400199,0.0002227386,0.00009827413,0.0001091824,0.0001836247,0.00001187423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004675329,"about_ca_system_score_gemma":0.0006735846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004498143,"about_ca_topic_score_gemma":0.00001035452,"domain_scores_codex":[0.9979744,0.0001549652,0.0009095689,0.0004070143,0.0003386868,0.0002153491],"domain_scores_gemma":[0.9986228,0.0003782844,0.0001552539,0.0003121978,0.0003331331,0.0001983667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006732747,0.002608022,0.8888564,0.005201644,0.00348684,0.0004562986,0.0009558383,0.0001426919,0.0134887,0.0003495383,0.002435653,0.0752857],"study_design_scores_gemma":[0.009361646,0.01161956,0.906694,0.002606989,0.006067865,0.0002992378,0.001599073,0.0007809873,0.05534102,0.0004931372,0.004397376,0.0007391295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916854,0.005386918,0.0002155378,0.0003716273,0.0008081702,0.0005513328,0.0002437958,0.00002410858,0.0007131352],"genre_scores_gemma":[0.9970658,0.0005585575,0.001193784,0.000128189,0.0004650752,0.00006066651,0.0000154407,0.0000431376,0.0004693879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07454657,"threshold_uncertainty_score":0.7070508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07465514347380514,"score_gpt":0.4160030381788888,"score_spread":0.3413478947050837,"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."}}