{"id":"W2914549580","doi":"10.1111/cup.13422","title":"Solitary and multiple epidermolytic acanthoma: A demographic and clinical study of 131 cases","year":2019,"lang":"en","type":"article","venue":"Journal of Cutaneous Pathology","topic":"Genetic and rare skin diseases.","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université de Montréal","funders":"Yale University","keywords":"Medicine; Epidermolytic hyperkeratosis; Dermatology; Incidence (geometry); Demographics; Presentation (obstetrics); Skin biopsy; Biopsy; Retrospective cohort study; Pathology; Hyperkeratosis; Radiology; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002796008,0.0001270261,0.0004001721,0.00008223605,0.0000317235,0.000005482184,0.0001161018,0.0001602718,0.000007018527],"category_scores_gemma":[0.0003769526,0.0001010796,0.0001035902,0.00004866853,0.0002063695,0.000002823565,0.0001117712,0.0001469906,8.17855e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002713004,"about_ca_system_score_gemma":0.00006817692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009693033,"about_ca_topic_score_gemma":0.00004168445,"domain_scores_codex":[0.9987055,0.0002385159,0.0005601036,0.0002247257,0.0001063718,0.0001647856],"domain_scores_gemma":[0.9990578,0.0001453708,0.0003275133,0.0002056066,0.0001269941,0.0001367716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005654855,0.0006280569,0.9641049,0.00004181861,0.0001840985,0.002980798,0.0001096934,0.00002717732,0.02800451,0.000003366084,0.0001557233,0.003194367],"study_design_scores_gemma":[0.005894037,0.02405003,0.8350623,0.00007001618,0.0005440318,0.1288221,0.002555444,0.0001201594,0.001648989,0.0002855927,0.0005788955,0.000368411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946635,0.004821099,0.00002291955,0.00004738417,0.0002099572,0.0001828032,0.000009623933,0.000001925757,0.00004080315],"genre_scores_gemma":[0.9982307,0.001221426,0.0002767375,0.00009331613,0.0001200942,6.828997e-7,0.00000203902,0.00001335346,0.00004164728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1290427,"threshold_uncertainty_score":0.4121909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112927186790271,"score_gpt":0.2818624666786184,"score_spread":0.2705697479995913,"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."}}