{"id":"W2941696086","doi":"10.1097/01.ju.0000557168.51553.0b","title":"PD57-12 ROLE OF ROUTINE BIOPSY AFTER RADIATION-BASED THERAPY FOR MUSCLE-INVASIVE BLADDER CANCER","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bladder cancer; Biopsy; Cystectomy; Radiation therapy; Cancer; Cystoscopy; General surgery; Surgery; Radiology; Internal medicine; Urinary system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00201428,0.0003214292,0.0004634503,0.0009833955,0.0005496136,0.001775083,0.0005765244,0.0009974127,0.0741518],"category_scores_gemma":[0.007224489,0.0002091055,0.0004586479,0.0004602947,0.0004822895,0.001008645,0.0009092094,0.001465962,0.02637299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006319387,"about_ca_system_score_gemma":0.001088107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00163816,"about_ca_topic_score_gemma":0.003123986,"domain_scores_codex":[0.9992595,0.0001819765,0.00006684123,0.00008410163,0.0003110157,0.00009656397],"domain_scores_gemma":[0.9956885,0.001113724,0.00043009,0.0002116227,0.001393226,0.001162857],"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":[0.000770175,0.0001604894,0.01706337,0.0006665227,0.00005218419,0.001052265,0.00007926706,0.0001347602,0.002536799,0.001024631,0.2978131,0.6786464],"study_design_scores_gemma":[0.0001454942,0.0008847803,0.04722464,0.002641712,0.00009934565,0.01098614,0.0003813734,0.0005180761,0.00386058,0.001488417,0.9317029,0.00006664931],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08209573,0.2036962,0.01154574,0.0964108,0.02822428,0.0008126975,0.004742881,0.003875492,0.5685962],"genre_scores_gemma":[0.3948596,0.1708672,0.02862883,0.02635538,0.02070341,0.0005236684,0.007713825,0.002047011,0.3483012],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0741518,"threshold_uncertainty_score":0.2480625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167392887779676,"score_gpt":0.2765171006291802,"score_spread":0.2648431717513834,"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."}}