{"id":"W2064988955","doi":"10.1016/j.eururo.2012.10.008","title":"A Contemporary Update on Pathology Standards for Bladder Cancer: Transurethral Resection and Radical Cystectomy Specimens","year":2012,"lang":"en","type":"review","venue":"European Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"National Center for Advancing Translational Sciences; National Institutes of Health","keywords":"Medicine; Cystectomy; Bladder cancer; Surgical pathology; Dissection (medical); General surgery; Lymph node; Anatomical pathology; Cancer; Pathology; Surgery; Immunohistochemistry; Internal medicine","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":[0.00764904,0.000856147,0.002257171,0.005499731,0.0004516016,0.00186991,0.002607655,0.001686784,0.002602915],"category_scores_gemma":[0.01150306,0.0006779892,0.001095475,0.00478552,0.001509165,0.002792355,0.001734496,0.001990908,0.001690366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001894889,"about_ca_system_score_gemma":0.005958385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003893716,"about_ca_topic_score_gemma":0.005820533,"domain_scores_codex":[0.9961931,0.0007312423,0.001124657,0.0004837667,0.001298314,0.0001689231],"domain_scores_gemma":[0.9869629,0.005554385,0.001911638,0.0004678813,0.004747631,0.0003556325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008144037,0.00004200231,0.001708528,0.01365309,0.00008857416,0.0001148655,0.000133896,0.0001766088,0.001601985,0.002417626,0.05662333,0.9233581],"study_design_scores_gemma":[0.00002020104,0.0001020282,0.00871052,0.01292356,0.000351219,0.001668892,0.0002769284,0.0001478665,0.001717401,0.001556124,0.9724701,0.00005511474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008526714,0.9894913,0.001579554,0.00321962,0.001694012,0.00002729597,0.000287936,0.00007028585,0.002777342],"genre_scores_gemma":[0.005733875,0.9790645,0.006667016,0.003945983,0.001224178,0.0000692863,0.00140439,0.00005289383,0.001837904],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00764904,"threshold_uncertainty_score":0.04045242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08446840903479175,"score_gpt":0.3711803810454242,"score_spread":0.2867119720106324,"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."}}