{"id":"W4402103991","doi":"10.1016/j.jaad.2024.07.041","title":"53188 A Global Analysis of Cutaneous Lymphomatoid Reactions after COVID-19 Vaccination","year":2024,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Lymphomatoid papulosis; 2019-20 coronavirus outbreak; Dermatology; Vaccination; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Immunology; Pathology; Mycosis fungoides; Disease; Outbreak","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":[0.0006564316,0.000335746,0.0004693139,0.001027329,0.0002741602,0.0005918242,0.0001738388,0.0003120643,0.002867494],"category_scores_gemma":[0.0006753908,0.000139129,0.0006014549,0.0009794082,0.0002033013,0.0003255367,0.0003807237,0.0003624531,0.0007092171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002418597,"about_ca_system_score_gemma":0.0001627327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007903738,"about_ca_topic_score_gemma":0.0008243069,"domain_scores_codex":[0.9994007,0.0001595511,0.00005103835,0.0001370494,0.000104355,0.0001472689],"domain_scores_gemma":[0.9992447,0.0001696604,0.0002562221,0.00007518133,0.0001327632,0.0001214537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00319015,0.0001592724,0.9543701,0.0001294222,0.0004019745,0.000686241,0.0001740831,0.0002261038,0.02080647,0.00004892053,0.0004172991,0.01938995],"study_design_scores_gemma":[0.0000111223,0.000418338,0.9968605,0.000006703402,0.0001058566,0.0007439209,0.0001082271,0.0000972992,0.0008093835,0.00001604528,0.0008194332,0.000003140284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962184,0.0004941458,0.0002248065,0.00001880108,0.000008906113,0.00002788305,0.0008843833,0.00001761802,0.002105167],"genre_scores_gemma":[0.9982588,0.00009666433,0.000105489,0.00002716939,0.0000102995,0.00001162847,0.0009703865,0.00001029979,0.0005092616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002867494,"threshold_uncertainty_score":0.009592712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257214407972888,"score_gpt":0.345014786595886,"score_spread":0.3324426425161571,"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."}}