{"id":"W4401755990","doi":"10.1089/derm.2023.0210","title":"Erythema Multiforme and Epidermal Necrolysis following COVID-19 Vaccines: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Dermatitis","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Erythema multiforme; Toxic epidermal necrolysis; Dermatology; Coronavirus disease 2019 (COVID-19); Erythema; Pathology; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006180248,0.0008488504,0.006288502,0.0006571556,0.0001848841,0.000117222,0.0002157381,0.0003749364,0.0000503135],"category_scores_gemma":[0.002869429,0.0006010579,0.002050739,0.0009906095,0.00003744791,0.0002512784,0.0001705172,0.0007609493,0.001199271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007372107,"about_ca_system_score_gemma":0.0009185357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009134105,"about_ca_topic_score_gemma":0.0000281277,"domain_scores_codex":[0.9959023,0.0003314014,0.00198299,0.000715813,0.0005203016,0.0005471889],"domain_scores_gemma":[0.9966946,0.0007857024,0.0006521879,0.001041052,0.00006385054,0.000762622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[7.842791e-8,0.00002857883,0.000001273348,0.9349779,0.00151467,0.0012386,0.000129718,7.042071e-8,9.84594e-8,0.0000352469,0.005460334,0.05661339],"study_design_scores_gemma":[0.0001766132,0.000004521642,0.000001699159,0.4710152,0.03345704,0.007899716,0.00005321242,0.00001949204,5.517211e-8,0.00000900872,0.4870887,0.0002747552],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001086802,0.9892119,0.0001308112,0.002260627,0.0005229104,0.005409958,0.0001298154,0.0003624768,0.001970403],"genre_scores_gemma":[0.00002214558,0.990053,0.0003146305,0.005959332,0.0001902464,0.001416498,0.000405257,0.0001678595,0.001471023],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4816283,"threshold_uncertainty_score":0.9996441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05232869239901644,"score_gpt":0.376493663197039,"score_spread":0.3241649707980225,"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."}}