{"id":"W1971083266","doi":"10.1038/modpathol.2013.55","title":"The diagnostic utility of TP53 and CDKN2A to distinguish ovarian high-grade serous carcinoma from low-grade serous ovarian tumors","year":2013,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Health Sciences Centre; University of Toronto; University of Calgary; Sunnybrook Health Science Centre; Calgary Laboratory Services; University of Manitoba","funders":"Calgary Laboratory Services","keywords":"Serous fluid; CDKN2A; Serous carcinoma; Pathology; Tissue microarray; Medicine; Immunohistochemistry; Clear cell; Cancer; Internal medicine; Ovarian cancer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002456568,0.0003765911,0.0007643722,0.00008532189,0.0002303716,0.00005847304,0.0002336834,0.0002026026,0.0001498646],"category_scores_gemma":[0.000723737,0.0002748402,0.0001178078,0.0001757716,0.0002922097,0.00006261122,0.0002069889,0.0002873473,0.00005514203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001060752,"about_ca_system_score_gemma":0.0001247429,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01243299,"about_ca_topic_score_gemma":0.001199445,"domain_scores_codex":[0.9974416,0.0002280679,0.0005879869,0.0008267817,0.000286135,0.0006293926],"domain_scores_gemma":[0.9972026,0.0009824127,0.0001975177,0.001044473,0.0001910297,0.0003819641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002614227,0.001327682,0.9407213,0.0001479531,0.0002930152,0.00197033,0.003879007,0.00002865032,0.002616837,0.0009825424,0.003068941,0.04470235],"study_design_scores_gemma":[0.002475643,0.0005542467,0.9866312,0.0001303341,0.0002564993,0.0002001273,0.0001516819,0.0009582396,0.001473898,0.006680461,0.0002497587,0.0002379364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853798,0.001023044,0.0009370276,0.01032315,0.0004095598,0.001320807,0.0002314712,0.00007507524,0.0003000923],"genre_scores_gemma":[0.9960112,0.00007724453,0.001731256,0.001177466,0.0003071051,0.0004296696,0.00008872486,0.0000567194,0.000120608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0459099,"threshold_uncertainty_score":0.9999704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516591055105725,"score_gpt":0.2429851246297377,"score_spread":0.2278192140786804,"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."}}