{"id":"W4407671020","doi":"10.1177/10668969251314125","title":"Lactating Vulvar Adenoma Associated With Fibroadenoma","year":2025,"lang":"en","type":"article","venue":"International Journal of Surgical Pathology","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"La Cité Médicale; Université de Montréal","funders":"","keywords":"Vulva; Fibroadenoma; Axilla; Medicine; Vulvar neoplasm; Dermatology; Internal medicine; Breast cancer","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":[0.0001101004,0.0005006085,0.0002851047,0.001300185,0.0009083273,0.0004936235,0.0003378589,0.0007653659,0.002659108],"category_scores_gemma":[0.001186647,0.0003256969,0.0002773532,0.0004938504,0.0004523441,0.0003886798,0.0005700818,0.0007080474,0.0007185675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002978769,"about_ca_system_score_gemma":0.0003274585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001404099,"about_ca_topic_score_gemma":0.001912701,"domain_scores_codex":[0.9998634,0.00001092427,0.00001460419,0.00003156253,0.00002319953,0.00005620847],"domain_scores_gemma":[0.9995591,0.0001264389,0.0001194533,0.00004809842,0.00002261011,0.0001242871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00008976373,0.00002876972,0.02924823,0.00004656992,0.000009601653,0.961161,0.0001993671,0.00006314457,0.006056279,0.0001235913,0.0001608796,0.002812883],"study_design_scores_gemma":[0.000005670734,0.00008353819,0.03387075,0.00001803789,0.00001807902,0.9616509,0.0002576408,0.0001288023,0.002670979,0.0001209755,0.00116588,0.000008691399],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887041,0.003152088,0.0006628371,0.0003851121,0.0001290042,0.00004201715,0.0002589699,0.00009221378,0.006573582],"genre_scores_gemma":[0.9983901,0.0005481102,0.0001843591,0.00006987675,0.00007663803,0.000002696807,0.00004971925,0.000006650243,0.0006718453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002659108,"threshold_uncertainty_score":0.008895636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333271029244022,"score_gpt":0.3161397345269085,"score_spread":0.3028070242344683,"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."}}