{"id":"W4408854513","doi":"10.1016/j.jdcr.2025.03.007","title":"Verrucous squamous cell carcinoma arising in necrobiosis lipoidica in a young woman","year":2025,"lang":"en","type":"article","venue":"JAAD Case Reports","topic":"Skin Diseases and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Janssen Pharmaceuticals; Castle Biosciences; Sanofi Genzyme; Incyte; Kiniksa Pharmaceuticals; Regeneron Pharmaceuticals; Valeant Pharmaceuticals International; Sanofi; Amgen; Pfizer; Galderma; Bristol-Myers Squibb; Astellas Pharma; Astellas Pharma US","keywords":"Necrobiosis lipoidica; Medicine; Basal cell; Dermatology; Verrucous carcinoma; Pathology; Diabetes mellitus","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002629446,0.0001872575,0.0003930546,0.0004180695,0.00005485241,0.00003394426,0.00003035888,0.0001345313,0.00007043612],"category_scores_gemma":[0.0003553644,0.000183934,0.0001333976,0.0005882548,0.00003965116,0.00006513279,0.00006997729,0.0002268183,0.000005247558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002719897,"about_ca_system_score_gemma":0.0003239223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004861839,"about_ca_topic_score_gemma":0.001023752,"domain_scores_codex":[0.9983397,0.00004087289,0.0005928837,0.0004543206,0.0001772175,0.0003950663],"domain_scores_gemma":[0.9990212,0.00009907867,0.0001309683,0.0005434778,0.00004828279,0.0001569474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005506009,0.0003591026,0.6922076,0.000217606,0.00000632027,0.3037001,0.000232185,0.00001200605,0.001296661,0.000004774736,0.001139924,0.0007685861],"study_design_scores_gemma":[0.002736026,0.0001642831,0.9470375,0.0004604276,0.0002142852,0.03480152,0.001007161,0.0004223318,0.01165,0.0002417085,0.00091107,0.0003536571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804118,0.003202819,0.000004404023,0.0002265018,0.000322567,0.0004067325,0.000003325119,0.00005444199,0.01536744],"genre_scores_gemma":[0.9987819,0.00001132674,0.00009852282,0.0004168119,0.00005930126,0.00004713401,0.0000179916,0.00002214665,0.0005448523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2688986,"threshold_uncertainty_score":0.750061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007060922381433184,"score_gpt":0.252343057672671,"score_spread":0.2452821352912378,"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."}}