{"id":"W4385264459","doi":"10.1097/pas.0000000000002078","title":"The Evolving Spectrum of Endometrial Glandular Proliferations With Corded and Hyalinized Features","year":2023,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pathology; Atypia; Endometrial hyperplasia; Hyperplasia; Medicine; Adenocarcinoma; Malignancy; Carcinoma; Nuclear atypia; Immunohistochemistry; Cancer; Internal medicine","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":[0.0003931633,0.0002905035,0.0001614412,0.0007186411,0.0002755559,0.0002718709,0.0001808342,0.0002353348,0.001068077],"category_scores_gemma":[0.001125273,0.0001611429,0.0001481085,0.0004216402,0.0004277077,0.0002897628,0.000478316,0.0001932976,0.0001923173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286283,"about_ca_system_score_gemma":0.0001101357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003369543,"about_ca_topic_score_gemma":0.0006418457,"domain_scores_codex":[0.9997707,0.00004758359,0.00003733796,0.00004910689,0.00005021527,0.00004510614],"domain_scores_gemma":[0.999471,0.0001153853,0.0001818039,0.00007066954,0.00006633377,0.00009481742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000585711,0.00004853693,0.8649115,0.0001205122,0.00006262843,0.03863442,0.0004636095,0.0003555328,0.04142318,0.0003787105,0.000260585,0.05275523],"study_design_scores_gemma":[0.00006434097,0.0007848967,0.5733689,0.00006312761,0.00008317776,0.4102345,0.0007447376,0.001283555,0.009057697,0.0006460641,0.003644585,0.00002438191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970641,0.001281235,0.0006424367,0.00003257679,0.000003453859,0.00001453027,0.00004544133,0.0000204016,0.0008959132],"genre_scores_gemma":[0.9986652,0.0003434059,0.0007432962,0.00002490591,0.00001282506,0.000003710437,0.00006094479,0.000001772445,0.0001439225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001068077,"threshold_uncertainty_score":0.00357312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601733775445396,"score_gpt":0.2942284521101033,"score_spread":0.2782111143556494,"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."}}