{"id":"W4383219149","doi":"10.1097/pgp.0000000000000963","title":"Eccrine Porocarcinoma of the Vulva With Sarcomatoid Transformation, a New Human Papillomavirus-associated Malignancy? Case Report and Review of the Literature","year":2023,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatoon City Hospital","funders":"","keywords":"Vulva; Malignancy; Pathology; Malignant transformation; Biology; Carcinoma; Dermatology; 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":[0.0002236438,0.001070508,0.00117832,0.003100557,0.0008282381,0.001628308,0.001138537,0.002549587,0.0017582],"category_scores_gemma":[0.0008396039,0.0005433,0.0006247325,0.003023636,0.001399501,0.002635522,0.0008223844,0.001073303,0.0009649617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004340947,"about_ca_system_score_gemma":0.0004580572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006186052,"about_ca_topic_score_gemma":0.0009358809,"domain_scores_codex":[0.9996343,0.00003230558,0.0001027819,0.0001033009,0.00006011442,0.00006722545],"domain_scores_gemma":[0.9994352,0.0001708009,0.0002105976,0.00004858424,0.00004912507,0.00008560784],"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":[0.0000329122,0.00006508156,0.005373668,0.001385294,0.00006380172,0.9670178,0.0002452,0.0001124786,0.001816919,0.0003057244,0.002122412,0.02145856],"study_design_scores_gemma":[0.000005570131,0.00003027831,0.003376748,0.0001755076,0.00005457352,0.9874688,0.0002148349,0.00008805136,0.0003455673,0.0001933326,0.008031051,0.00001548952],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.189418,0.788815,0.004053773,0.002846683,0.002241238,0.0001761122,0.0003224802,0.0002154211,0.01191127],"genre_scores_gemma":[0.554729,0.4289367,0.002502616,0.002585182,0.006156649,0.0000621639,0.0003307972,0.00003837312,0.004658551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003100557,"threshold_uncertainty_score":0.005881727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01880118592842159,"score_gpt":0.3088336284120282,"score_spread":0.2900324424836066,"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."}}