{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0158196,0.0004653856,0.0006049665,0.002815377,0.0005151493,0.001074174,0.001452932,0.0008209465,0.0009643987],"category_scores_gemma":[0.0470452,0.0002585102,0.0004126079,0.001717678,0.001176223,0.001185203,0.0009590777,0.0007018322,0.0004388313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004034925,"about_ca_system_score_gemma":0.0004320623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001031996,"about_ca_topic_score_gemma":0.001398258,"domain_scores_codex":[0.9883388,0.006775546,0.001669592,0.001083738,0.001641324,0.0004909055],"domain_scores_gemma":[0.963354,0.02347125,0.005746757,0.003398278,0.002643973,0.00138581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001836329,0.00001623634,0.9870214,0.00002678378,0.0000410715,0.0002974106,0.00009956584,0.0001010218,0.001107011,0.00008257904,0.0002074017,0.01081595],"study_design_scores_gemma":[0.00001537804,0.0002037457,0.9890355,0.00008064269,0.0001095898,0.003803744,0.0005213369,0.003262959,0.00139604,0.0006415645,0.000907995,0.00002137988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873819,0.005959687,0.003228047,0.0007974513,0.0001306044,0.00005129762,0.0001654332,0.00003270997,0.002252898],"genre_scores_gemma":[0.9971522,0.0005079709,0.001947097,0.0001203503,0.0001040325,0.00001669203,0.00009003381,0.00001172838,0.00004989872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0158196,"threshold_uncertainty_score":0.08366299,"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."}}