{"id":"W2316080442","doi":"10.1097/pai.0000000000000224","title":"Noninvasive Papillary Basal-like Urothelial Carcinoma: A Subgroup of Urothelial Carcinomas With Immunohistochemical Features of Basal Urothelial Cells Associated With a High Rate of Recurrence and Progression","year":2015,"lang":"en","type":"article","venue":"Applied immunohistochemistry & molecular morphology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Urothelium; Basal (medicine); Cytokeratin; Immunohistochemistry; Pathology; Medicine; Keratin 5; Metastasis; Urothelial Cell; Keratin 7; Urology; Internal medicine; Cancer; Urinary bladder","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"],"consensus_categories":[],"category_scores_codex":[0.0003198282,0.0007158626,0.00152244,0.0001641075,0.00007850245,0.00001123448,0.0003806833,0.0005030288,0.00004628548],"category_scores_gemma":[0.00009984287,0.0005863163,0.00019457,0.0004319971,0.00172164,0.00005644018,0.0001890031,0.0006010334,0.000002257305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000297106,"about_ca_system_score_gemma":0.001383596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007900801,"about_ca_topic_score_gemma":0.000001745905,"domain_scores_codex":[0.9967387,0.0001561528,0.0008745804,0.0009183689,0.0006906866,0.0006215645],"domain_scores_gemma":[0.9969863,0.0001324044,0.0009280622,0.0009835317,0.0006649524,0.0003046913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01392217,0.0008069925,0.002376839,0.0003717212,0.0006050242,0.0005418685,0.0007245255,0.000009451506,0.9800934,0.00008046666,0.000260218,0.0002073778],"study_design_scores_gemma":[0.01430261,0.003573357,0.006350251,0.0004241829,0.0009044609,0.000428838,0.0002187988,0.000004693273,0.9731615,0.0001246008,0.00001656139,0.0004901743],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936025,0.002693207,0.0002216234,0.00009197059,0.0001496901,0.001574606,0.0003088164,0.00004380158,0.001313759],"genre_scores_gemma":[0.9966142,0.00004621575,0.002222491,0.0001951998,0.0000595094,0.0002867663,0.0002920723,0.0001311673,0.0001523868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006931876,"threshold_uncertainty_score":0.9996588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0084236257125084,"score_gpt":0.239102080061616,"score_spread":0.2306784543491076,"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."}}