{"id":"W2978721680","doi":"10.1097/pgp.0000000000000638","title":"Diagnostic Variation in p53 Usage for Endometrial Carcinoma Diagnosis: Implications for Molecular Subtyping","year":2019,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatoon City Hospital; University of Saskatchewan; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Immunostaining; Serous fluid; Serous carcinoma; Pathology; Subtyping; Staining; Carcinoma; Immunohistochemistry; Biology; Histogenesis; Medicine; Cancer; Genetics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005788803,0.0001210471,0.0004548905,0.0004507426,0.00002397847,0.00001774727,0.0002252644,0.0001630311,0.000202588],"category_scores_gemma":[0.01143779,0.00009344033,0.0002976446,0.0002183367,0.00003327572,0.00008940374,0.00004145217,0.000165476,0.000009550795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003467019,"about_ca_system_score_gemma":0.0001157355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008164685,"about_ca_topic_score_gemma":0.00000641992,"domain_scores_codex":[0.9986366,0.00008523745,0.0006471201,0.000221886,0.000190464,0.0002186613],"domain_scores_gemma":[0.9924369,0.006433898,0.0003597653,0.0001029502,0.0005721427,0.00009433307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003127659,0.001272684,0.9523968,0.00003624626,0.0002635862,0.0003220745,0.00007418013,0.0001844316,0.01590146,0.007846122,0.0001276677,0.01844707],"study_design_scores_gemma":[0.01547722,0.003352161,0.9625145,0.00004333459,0.0001327057,0.0002144718,0.00001603391,0.00004785782,0.001043842,0.01580352,0.001258672,0.0000957014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811863,0.0004720747,0.009603435,0.005662673,0.00166426,0.001110132,0.00007350833,0.000008619718,0.0002189463],"genre_scores_gemma":[0.9942234,0.0001260781,0.003673238,0.001058327,0.0004641534,0.000380808,0.00003847792,0.00001223145,0.00002331861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01835137,"threshold_uncertainty_score":0.9968893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03292624635841621,"score_gpt":0.3371174348639286,"score_spread":0.3041911885055124,"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."}}