{"id":"W2603621145","doi":"10.1111/his.13225","title":"p53 immunohistochemistry in high‐grade urothelial carcinoma of the bladder is prognostically significant","year":2017,"lang":"en","type":"article","venue":"Histopathology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"International Business Machines Corporation","keywords":"Tissue microarray; Univariate analysis; Immunohistochemistry; Cystectomy; Multivariate analysis; Medicine; Pathology; Oncology; Univariate; Internal medicine; Bladder cancer; Survival analysis; Immunostaining; Phenotype; Urothelial carcinoma; Carcinoma; Biology; Cancer; Multivariate statistics","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":[0.0001147989,0.0001778649,0.0003966278,0.00004839847,0.0001592184,0.000008868305,0.0003663552,0.0001668888,0.0002057234],"category_scores_gemma":[0.0001866224,0.0001278037,0.000138118,0.00005111724,0.0006751265,0.00003236053,0.0001118638,0.0002643961,0.00002271495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001527121,"about_ca_system_score_gemma":0.0003386369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006822665,"about_ca_topic_score_gemma":0.00001391598,"domain_scores_codex":[0.9987993,0.00005118932,0.0003266124,0.0003376238,0.000202637,0.0002826753],"domain_scores_gemma":[0.9985386,0.00003108473,0.0002001414,0.001085465,0.00007293803,0.00007177838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004131579,0.000557308,0.545017,0.00009631547,0.00001800092,0.0004523231,0.0008566304,3.497247e-7,0.4494763,0.0004881595,0.00146748,0.001156923],"study_design_scores_gemma":[0.002753788,0.0002816194,0.946308,0.00005541803,0.0001380926,0.0001612207,0.00002863077,0.000004883872,0.04852895,0.0004821106,0.001137304,0.0001199824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845311,0.0004193963,0.00001657739,0.002812677,0.0004928258,0.000503824,0.00005640644,0.00001614214,0.01115104],"genre_scores_gemma":[0.9959993,0.00001997627,0.0002569944,0.0005275026,0.0001176118,0.00007668649,0.000005723496,0.00002599766,0.00297025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.401291,"threshold_uncertainty_score":0.5211681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01935479016646104,"score_gpt":0.2853452134175271,"score_spread":0.265990423251066,"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."}}