{"id":"W3041324928","doi":"10.1097/dad.0000000000001727","title":"The Clinical Implication of Incidental Epidermodysplasia Verruciformis","year":2020,"lang":"en","type":"letter","venue":"American Journal of Dermatopathology","topic":"Genetic and rare skin diseases.","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; University of British Columbia","funders":"","keywords":"Epidermodysplasia verruciformis; Genodermatosis; Pityriasis; Dermatology; Immunosuppression; Dyskeratosis; Skin cancer; Human papillomavirus; Hyperkeratosis; Pathology; Epidermis (zoology); Medicine; Biology; Cancer; Virus; Virology; Gene; Immunology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003026545,0.0002268234,0.0006385189,0.00005885121,0.00007756968,0.00001351533,0.0007311198,0.0002833308,0.000006968268],"category_scores_gemma":[0.0003535098,0.0001603239,0.000531468,0.0001044762,0.001107762,0.000003304742,0.0001771197,0.0008023419,0.000009949971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001376273,"about_ca_system_score_gemma":0.0004285855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004037064,"about_ca_topic_score_gemma":0.000001270973,"domain_scores_codex":[0.9974808,0.0005350314,0.001189185,0.0002652767,0.0002531026,0.0002765881],"domain_scores_gemma":[0.9968917,0.0001502757,0.002113542,0.0004587579,0.0002658751,0.0001198019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000208089,0.00004433227,0.03008772,0.00003394059,0.0002506336,0.0007346933,0.00005058413,0.000003190189,0.004462429,0.000006460773,0.9427658,0.02135218],"study_design_scores_gemma":[0.0006378671,0.002122094,0.02410752,0.00004002018,0.0002846677,0.01889144,0.0002428958,0.000004759506,0.0035513,0.0003266518,0.9494744,0.0003163663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5885723,0.004856456,0.001658765,0.402615,0.001444096,0.0003112135,0.00009832225,0.000009015595,0.0004349065],"genre_scores_gemma":[0.8079581,0.002923637,0.0008428314,0.1848156,0.003234597,0.000007501564,0.0001102961,0.00005268312,0.00005477455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2193859,"threshold_uncertainty_score":0.653782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01113901784889755,"score_gpt":0.294050970579494,"score_spread":0.2829119527305964,"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."}}