{"id":"W2998563491","doi":"10.1002/9780471420194.tnmc44.pub2","title":"Urinary Bladder","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grading (engineering); Pathological; Distant metastasis; Lymph node metastasis; Medicine; Stage (stratigraphy); Metastasis; Lymph node; Pathology; Urinary bladder; Cancer; Oncology; Internal medicine; Biology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001793883,0.000276811,0.0004107759,0.0001518093,0.00001853388,0.000005978417,0.00009380202,0.0004280104,0.1331159],"category_scores_gemma":[0.00001457257,0.0002156812,0.0001255024,0.0000817262,0.0000648388,0.000009936024,0.00003898516,0.0004568493,0.00121746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002683183,"about_ca_system_score_gemma":0.0001815336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002017525,"about_ca_topic_score_gemma":0.000205526,"domain_scores_codex":[0.9991046,0.000009999756,0.0001414972,0.0003079408,0.0002119142,0.0002240668],"domain_scores_gemma":[0.9992064,0.00001065283,0.00007665141,0.0005244268,0.00002265389,0.0001591657],"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":[0.00005771026,0.000759699,0.0002271938,0.00008160726,0.0002917543,0.0002574775,0.00001670631,5.285613e-9,0.00008268617,0.00001253908,0.9857517,0.01246092],"study_design_scores_gemma":[0.001414814,0.0003376917,0.001585929,0.0002142563,0.0003233283,0.0001528856,0.000006764832,0.000001949768,0.00004323462,0.00002683316,0.9957051,0.0001872124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001823814,0.001843254,0.00000750286,0.0006987525,0.0006564999,0.0004646669,0.003446228,0.0003874288,0.9923133],"genre_scores_gemma":[0.0002450146,0.0003747775,0.002820917,0.001226608,0.003238437,0.00002882277,0.002878002,0.0006115525,0.9885759],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1318984,"threshold_uncertainty_score":0.9995602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971809350870704,"score_gpt":0.3124528546438969,"score_spread":0.2927347611351898,"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."}}