{"id":"W3157637563","doi":"10.3390/vaccines9050435","title":"Immune-Mediated Disease Flares or New-Onset Disease in 27 Subjects Following mRNA/DNA SARS-CoV-2 Vaccination","year":2021,"lang":"en","type":"article","venue":"Vaccines","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":372,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Vaccination; Medicine; Disease; Immune system; Immunology; Autoimmune disease; DNA vaccination; Internal medicine; Immunization","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003376477,0.000385208,0.0005813297,0.0005724184,0.0001296473,0.0001284591,0.000287831,0.0001382396,0.0001055522],"category_scores_gemma":[0.004630748,0.0003207402,0.000337212,0.001677521,0.00001412329,0.0003817865,0.0002093873,0.0003559814,0.0002374988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002230367,"about_ca_system_score_gemma":0.001949674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005626756,"about_ca_topic_score_gemma":0.001020242,"domain_scores_codex":[0.9970657,0.0001715871,0.0005999119,0.0007319458,0.0007109054,0.0007199253],"domain_scores_gemma":[0.9981499,0.0004246118,0.0001030224,0.0008253247,0.000255086,0.0002421041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004853992,0.0006518026,0.775868,0.0004504267,0.0001541136,0.005759332,0.000357819,0.000002379142,0.2027964,0.00001863057,0.005468377,0.003618702],"study_design_scores_gemma":[0.007183407,0.0001286628,0.7669503,0.0004368837,0.0002097445,0.0000249363,0.0001910616,0.0008008612,0.2065713,0.0003848016,0.01666942,0.0004486432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893759,0.005500306,0.00003536595,0.003303421,0.0006023341,0.0007013417,0.00003784037,0.000201067,0.0002424117],"genre_scores_gemma":[0.9871724,0.00007864358,0.00006202771,0.01145221,0.0003477794,0.00008039944,0.0001772802,0.00008002278,0.0005492623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01120104,"threshold_uncertainty_score":0.9999245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03777680331847041,"score_gpt":0.3450507282818669,"score_spread":0.3072739249633964,"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."}}