{"id":"W2128422065","doi":"10.1634/theoncologist.2012-0461","title":"Bladder Preservation Therapy for Muscle-Invading Bladder Cancers on Radiation Therapy Oncology Group Trials 8802, 8903, 9506, and 9706: Vascular Endothelial Growth Factor B Overexpression Predicts for Increased Distant Metastasis and Shorter Survival","year":2013,"lang":"en","type":"article","venue":"The Oncologist","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Cancer Institute; Ohio State University; Pennsylvania Department of Health","keywords":"Medicine; Bladder cancer; Vascular endothelial growth factor; Cystectomy; Radiation therapy; Urology; Metastasis; Internal medicine; Oncology; Pathology; Cancer; VEGF receptors","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":[0.001341096,0.0004217061,0.0009594434,0.0001138633,0.0003855153,0.0001081469,0.0001624282,0.0002739188,0.0002144284],"category_scores_gemma":[0.0006988544,0.0002439649,0.0002661357,0.0001185872,0.0002484076,0.0003035423,0.00003928648,0.0001900821,0.000002099406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004025339,"about_ca_system_score_gemma":0.0002907005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002541116,"about_ca_topic_score_gemma":0.0001579288,"domain_scores_codex":[0.997257,0.0006408715,0.0006229106,0.0006219479,0.0003866004,0.0004706733],"domain_scores_gemma":[0.9960073,0.002802343,0.0003946727,0.0003820843,0.0002021518,0.0002114073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04183985,0.002727788,0.02603642,0.0003803379,0.007854313,0.0000118851,0.005684468,0.00002798052,0.2474282,0.002497037,0.01848114,0.6470306],"study_design_scores_gemma":[0.1625254,0.04487615,0.5087208,0.0004430019,0.003222554,0.00002718,0.00169711,0.004982734,0.09108465,0.01199009,0.1685497,0.001880674],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789637,0.002165731,0.002739083,0.002511373,0.0006274126,0.01142484,0.0009041157,0.0001156194,0.0005481654],"genre_scores_gemma":[0.9874845,0.005263799,0.0007015055,0.001742215,0.0008901858,0.003464993,0.0002738621,0.0000767887,0.0001022002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6451499,"threshold_uncertainty_score":0.9948598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08997251775910423,"score_gpt":0.3525537434276973,"score_spread":0.2625812256685931,"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."}}