{"id":"W4385827801","doi":"10.1111/his.15029","title":"Subclonal p53 immunostaining in the diagnosis of endometrial carcinoma molecular subtype","year":2023,"lang":"en","type":"article","venue":"Histopathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia","funders":"Terry Fox Research Institute","keywords":"Immunostaining; Staining; Immunohistochemistry; Biology; Pathology; Carcinoma; Cancer research; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005080152,0.00010806,0.0003646683,0.00049082,0.00003529485,0.000003054061,0.0001377264,0.0001200886,0.0001523345],"category_scores_gemma":[0.000760611,0.00007623233,0.0001346141,0.001565154,0.0001096323,0.00001906652,0.00004964057,0.0002314646,0.00005667692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009958357,"about_ca_system_score_gemma":0.00008134517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002707062,"about_ca_topic_score_gemma":0.00001543298,"domain_scores_codex":[0.9988086,0.0001813467,0.0002962661,0.000205995,0.0002470768,0.000260769],"domain_scores_gemma":[0.999037,0.0005280179,0.00008015607,0.0002642083,0.00004961372,0.00004105975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001175815,0.0002787425,0.9742035,0.00006087699,0.00001374849,0.004028853,0.001192417,0.000005286143,0.01063235,0.001735926,0.0004278072,0.00624469],"study_design_scores_gemma":[0.005468792,0.001074128,0.9850695,0.00001925862,0.00009106949,0.0001229376,0.0002340878,0.000005812078,0.00291693,0.0004725988,0.004444213,0.00008066514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928599,0.002333857,0.000007554308,0.001083962,0.0003781927,0.0002859852,0.00001368503,0.00002744973,0.00300942],"genre_scores_gemma":[0.9989182,0.000155251,0.00006674144,0.0004574744,0.00009644529,0.000131715,0.00005132368,0.00001332352,0.0001094952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01086602,"threshold_uncertainty_score":0.3108664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03924723388131785,"score_gpt":0.3053365103291856,"score_spread":0.2660892764478677,"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."}}