{"id":"W2747805206","doi":"10.1111/his.13280","title":"Large nested variant of urothelial carcinoma: a clinicopathological study of 36 cases","year":2017,"lang":"en","type":"article","venue":"Histopathology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Cytokeratin; Medicine; Immunophenotyping; Immunohistochemistry; Urothelial carcinoma; Pathology; Staining; Internal medicine; Gastroenterology; Cancer; Bladder cancer; Antigen","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":[0.0003760226,0.0004925848,0.0003647484,0.001409198,0.0007030838,0.0004846425,0.0003846958,0.0004013659,0.00150759],"category_scores_gemma":[0.00144381,0.0004868381,0.0003326008,0.001068798,0.0006074944,0.0004316778,0.000882049,0.0001978447,0.0004869686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002998733,"about_ca_system_score_gemma":0.0002856331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001448566,"about_ca_topic_score_gemma":0.001741246,"domain_scores_codex":[0.9995721,0.00004367439,0.00007430631,0.0001460158,0.00007833378,0.00008554612],"domain_scores_gemma":[0.9992631,0.0001455673,0.000273161,0.00009008426,0.00004745794,0.0001807364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002191179,0.00005415815,0.9616867,0.00006424402,0.00002922965,0.02894528,0.0005762431,0.00008101348,0.002497796,0.00002800558,0.000114803,0.005703629],"study_design_scores_gemma":[0.00003136006,0.0004464257,0.8309183,0.00004120111,0.00005845592,0.1645115,0.001090108,0.0002971585,0.0008371612,0.00007658946,0.001666377,0.00002547377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988483,0.0006839145,0.0001472883,0.000009468919,0.000003051119,0.00002141765,0.00007492186,0.000005927064,0.0002056573],"genre_scores_gemma":[0.9992211,0.0002996018,0.0001947634,0.000007231818,0.000008250383,0.0000135676,0.0001352307,0.000002277416,0.0001180377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00150759,"threshold_uncertainty_score":0.005043387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06528634043461674,"score_gpt":0.35358770291147,"score_spread":0.2883013624768532,"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."}}