{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003178871,0.0001764982,0.0007811442,0.0001005421,0.0001624718,0.000004697837,0.0002233537,0.0001530633,0.0001835405],"category_scores_gemma":[0.0004191439,0.0001382964,0.0001375036,0.00004891543,0.0002933806,0.00004191764,0.0001324081,0.0001674967,0.00001693188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000437477,"about_ca_system_score_gemma":0.0001671796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004839981,"about_ca_topic_score_gemma":0.0001532457,"domain_scores_codex":[0.9984991,0.0001727876,0.0005103395,0.0003692074,0.0001910067,0.0002575595],"domain_scores_gemma":[0.9982937,0.00007351693,0.0004042491,0.0009911181,0.0001441235,0.0000933163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002391031,0.00564676,0.9679698,0.00008292385,0.00001734862,0.01215194,0.002902375,3.267472e-7,0.007664159,0.0003232609,0.0001586087,0.0006914684],"study_design_scores_gemma":[0.008368166,0.008221182,0.9793214,0.00002420055,0.0003942087,0.001823028,0.0004778999,0.000006245772,0.0006088079,0.00006958149,0.0005825292,0.0001028194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949821,0.0003153016,0.00005320894,0.0001124902,0.0005245383,0.0006500639,0.00008888938,0.00002609941,0.003247347],"genre_scores_gemma":[0.998896,0.00001724018,0.0001842922,0.0001166322,0.0001350893,0.00005042777,0.000007930666,0.00002138392,0.0005709961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01135153,"threshold_uncertainty_score":0.5639563,"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."}}