{"id":"W4315486421","doi":"10.3390/curroncol30010073","title":"Extramammary Paget’s Disease of the Vulva and Concomitant Premalignant/Malignant Vulvar Lesions: A Potential Challenge in Diagnosis and Treatment","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministero della Salute","keywords":"Concomitant; Medicine; Vulvar intraepithelial neoplasia; Vulvar cancer; Vulva; Lichen sclerosus; Dermatology; Vulvar Diseases; Vulvar neoplasm; Vulvar Carcinoma; Extramammary Paget's disease; Stage (stratigraphy); Sex organ; Disease; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002167357,0.0001681771,0.0004471904,0.0001403783,0.0000834513,0.000006486171,0.00007196185,0.00009702697,0.0000420793],"category_scores_gemma":[0.0001626711,0.0001059008,0.00009899345,0.0001804853,0.00018925,0.00003272421,0.0001546529,0.0001555241,0.000004897579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002511095,"about_ca_system_score_gemma":0.0002940212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000983885,"about_ca_topic_score_gemma":0.000276995,"domain_scores_codex":[0.9986832,0.0001699276,0.0003414285,0.0003337227,0.0001781271,0.0002935836],"domain_scores_gemma":[0.9990314,0.000338437,0.0001027353,0.0002709522,0.00004175209,0.0002147136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008151086,0.002491363,0.7107907,0.0005168726,0.000132081,0.001085102,0.003085088,0.000009695624,0.001249236,0.0007718577,0.003365301,0.2756876],"study_design_scores_gemma":[0.005962413,0.001356764,0.9354229,0.0009345028,0.0004710816,0.00008209552,0.0006366695,0.000695645,0.0002308303,0.0005382624,0.05347546,0.0001933893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759303,0.01669138,0.000003633535,0.005584638,0.0006132047,0.0009093325,0.00008846137,0.0000313026,0.0001477314],"genre_scores_gemma":[0.9434717,0.05582523,0.00001373728,0.00005678005,0.0001088782,0.0003488321,0.00001511759,0.00001451922,0.0001452615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2754942,"threshold_uncertainty_score":0.431851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1159227721164124,"score_gpt":0.380027025735611,"score_spread":0.2641042536191986,"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."}}