{"id":"W2580610212","doi":"10.1097/pas.0000000000000812","title":"Morphologic Reproducibility, Genotyping, and Immunohistochemical Profiling Do Not Support a Category of Seromucinous Carcinoma of the Ovary","year":2017,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Pathology; Immunophenotyping; KRAS; Serous carcinoma; HRAS; Serous fluid; Clear cell carcinoma; Cystadenocarcinoma; Immunohistochemistry; Medicine; Sebaceous carcinoma; Carcinoma; Anatomical pathology; Biology; Ovarian cancer; Cancer; Internal medicine; Colorectal 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":[0.01394953,0.0003576894,0.0005594165,0.00209762,0.0007185357,0.001141541,0.0009040642,0.0005293573,0.0008297829],"category_scores_gemma":[0.0415252,0.0002888961,0.0006821345,0.001321336,0.001541648,0.0006692991,0.001123912,0.0003865827,0.0004197951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000495284,"about_ca_system_score_gemma":0.0004928675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001208523,"about_ca_topic_score_gemma":0.002250591,"domain_scores_codex":[0.9869327,0.004125922,0.002721059,0.0022594,0.003388374,0.0005726386],"domain_scores_gemma":[0.944035,0.02160244,0.01468687,0.01065139,0.007980539,0.001043881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002219509,0.00001629557,0.9859775,0.00006350692,0.0001467314,0.0002219668,0.0003214054,0.0001330296,0.006591054,0.00006364291,0.00008209883,0.006160875],"study_design_scores_gemma":[0.00001350914,0.0002376094,0.9882035,0.00003529062,0.0001828605,0.00347862,0.0005760682,0.0009817551,0.005160743,0.0002494896,0.0008665657,0.00001412525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918388,0.001320008,0.004707429,0.0001079293,0.00004507374,0.00005804121,0.0001942692,0.00004649301,0.001682012],"genre_scores_gemma":[0.997834,0.0001134726,0.001652203,0.00004867336,0.00001930948,0.00001761244,0.000214325,0.00001527085,0.00008504829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01394953,"threshold_uncertainty_score":0.07377303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02948903119334251,"score_gpt":0.3036239597811685,"score_spread":0.274134928587826,"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."}}