{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00339934,0.0004809773,0.001278054,0.0002910225,0.0003105184,0.000847752,0.000665525,0.000604146,0.001365509],"category_scores_gemma":[0.001228152,0.0002262563,0.00115965,0.0004633242,0.0004139802,0.0003436579,0.0003549392,0.001282042,0.0004038285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000491571,"about_ca_system_score_gemma":0.0009554146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008146139,"about_ca_topic_score_gemma":0.001920842,"domain_scores_codex":[0.998832,0.0007994477,0.0000943288,0.00008100567,0.00008561471,0.0001075719],"domain_scores_gemma":[0.9987674,0.0002396565,0.0004532665,0.0001034665,0.00009978712,0.0003365364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5603849,0.01170471,0.2900267,0.001296216,0.006291876,0.0002739809,0.000320668,0.00215241,0.01476134,0.0004160526,0.007443172,0.1049278],"study_design_scores_gemma":[0.2215597,0.2925528,0.4575776,0.0003924672,0.006309074,0.0007813915,0.0002604637,0.002015211,0.007247593,0.0003657439,0.01087108,0.00006676705],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948393,0.002554347,0.00009815193,0.0002805496,0.00005376861,0.0005478149,0.0007407021,0.00001117653,0.0008743023],"genre_scores_gemma":[0.9943107,0.001608847,0.0003235875,0.0005310641,0.00009965509,0.0004443199,0.002098629,0.000005925678,0.0005772412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00339934,"threshold_uncertainty_score":0.01797765,"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."}}