{"id":"W3028591440","doi":"10.1038/s41379-020-0573-5","title":"Differentiated exophytic vulvar intraepithelial lesion: Clinicopathologic and molecular analysis documenting its relationship with verrucous carcinoma of the vulva","year":2020,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Vulva; Pathology; Verrucous carcinoma; Medicine; Lesion; Vulvar Carcinoma; Vulvar intraepithelial neoplasia; Carcinoma","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":[0.0002610788,0.0003245262,0.0002884936,0.001093211,0.0005118545,0.0008122811,0.0003791371,0.0005814038,0.001845377],"category_scores_gemma":[0.001161117,0.0002456197,0.0001701725,0.0006209026,0.0006116174,0.0004026245,0.0003588948,0.0003613483,0.0003256171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002150576,"about_ca_system_score_gemma":0.0002429501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005068308,"about_ca_topic_score_gemma":0.0005477804,"domain_scores_codex":[0.9997783,0.00003398986,0.00002302849,0.00005381519,0.00003857025,0.00007230819],"domain_scores_gemma":[0.9994765,0.0001730727,0.0001044978,0.00008899265,0.00005135421,0.0001055976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001081651,0.0003654103,0.579215,0.0001353549,0.00009029423,0.2773338,0.000618647,0.0004178955,0.1251948,0.001342726,0.0003370304,0.01386733],"study_design_scores_gemma":[0.0000351436,0.0004138178,0.5669292,0.00002150212,0.0001631891,0.4074876,0.0009177707,0.001811184,0.01843415,0.000769979,0.002991495,0.00002482997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973674,0.0006174098,0.0003106732,0.00005015388,0.000007597695,0.00001030008,0.00005416679,0.000008860837,0.001573303],"genre_scores_gemma":[0.9994723,0.0001152615,0.0001531286,0.000008936907,0.00001026838,0.000002102101,0.00003692778,0.000001382121,0.0001997266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001845377,"threshold_uncertainty_score":0.006173432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04173651051098119,"score_gpt":0.2821462125797288,"score_spread":0.2404097020687476,"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."}}