{"id":"W2941837699","doi":"10.1097/01.ju.0000556426.17926.c6","title":"MP50-11 PARALLELS BETWEEN IMMUNOHISTOCHEMICAL CLASSIFICATION OF UPPER AND LOWER TRACT UROTHELIAL CARCINOMA USING MARKERS OF UROTHELIAL DIFFERENTIATION","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urothelial carcinoma; Medicine; Immunohistochemistry; Bladder cancer; Transitional cell carcinoma; Pathology; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001082129,0.0002902295,0.0002050352,0.002862157,0.0004039081,0.00121555,0.0005300178,0.0007319995,0.006462525],"category_scores_gemma":[0.003724868,0.0002749688,0.0004376662,0.001313855,0.0005747492,0.0007784609,0.001219873,0.0006160203,0.002058437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004197715,"about_ca_system_score_gemma":0.0002128577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009985194,"about_ca_topic_score_gemma":0.001298158,"domain_scores_codex":[0.9987929,0.0001748408,0.0001710247,0.0001967243,0.0004203455,0.000244191],"domain_scores_gemma":[0.9967527,0.0007902859,0.0008821205,0.0002677198,0.00083614,0.0004709509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007454581,0.00006164169,0.9457954,0.00009820889,0.0001002054,0.001899265,0.0001673378,0.000106559,0.02775936,0.0004456947,0.001032309,0.02178851],"study_design_scores_gemma":[0.00001382427,0.000150316,0.9874153,0.00002616592,0.00005689336,0.003615421,0.0003320658,0.0004460187,0.004528444,0.0003766741,0.003025002,0.00001392895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783331,0.002649342,0.001546099,0.0003982801,0.0001796011,0.00007499249,0.0005394189,0.00008993575,0.01618921],"genre_scores_gemma":[0.995398,0.0004492955,0.0009043243,0.00009265377,0.00008289889,0.00003560683,0.0007110498,0.00001877474,0.002307322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006462525,"threshold_uncertainty_score":0.02161926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02333256348079815,"score_gpt":0.282744986739237,"score_spread":0.2594124232584389,"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."}}