{"id":"W2995993425","doi":"10.1016/j.eururo.2019.08.026","title":"Reply to Eva Compérat, Mahul Amin, Victor Reuter’s Editorial Reply re: Murali Varma, Brett Delahunt, Theodorus van der Kwast. Grading Noninvasive Bladder Cancer: World Health Organisation 1973 or 2004 May Be the Wrong Question. Eur Urol 2019;76:413–5","year":2019,"lang":"en","type":"letter","venue":"European Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Grading (engineering)","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001541837,0.001377873,0.001692663,0.0006052758,0.000636551,0.0002028329,0.001130016,0.0005387645,0.002759359],"category_scores_gemma":[0.0004429347,0.001007313,0.0003978594,0.0007415486,0.0003351272,0.0002343029,0.0004377318,0.003713361,0.001946383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153981,"about_ca_system_score_gemma":0.001822879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0026115,"about_ca_topic_score_gemma":0.0007889312,"domain_scores_codex":[0.9895069,0.003534481,0.001665442,0.002258828,0.001286936,0.00174744],"domain_scores_gemma":[0.994079,0.000982121,0.001304188,0.002557545,0.0005994408,0.0004777203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001872641,0.000121631,0.0008906687,0.0001641658,0.001111663,0.001424877,0.001955466,0.00006282768,0.0001130421,0.00002365351,0.9912598,0.0009996054],"study_design_scores_gemma":[0.004165634,0.002834838,0.001625957,0.000276764,0.001303167,0.0006641897,0.00007347282,0.00001567763,0.0001129322,0.00004354504,0.9879939,0.0008899466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006457441,0.002646456,0.0004033702,0.9297228,0.0545307,0.004405827,0.00118902,0.0005029479,0.00595317],"genre_scores_gemma":[0.003800529,0.0005428343,0.0004608783,0.8180294,0.1300466,0.0001849926,0.001695047,0.0006564109,0.04458327],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1116934,"threshold_uncertainty_score":0.9998972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02812104762097638,"score_gpt":0.3045412718670938,"score_spread":0.2764202242461174,"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."}}