{"id":"W3162594668","doi":"10.1007/s12539-021-00438-3","title":"Are the Allergic Reactions of COVID-19 Vaccines Caused by mRNA Constructs or Nanocarriers? Immunological Insights","year":2021,"lang":"en","type":"letter","venue":"Interdisciplinary Sciences Computational Life Sciences","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"International Air Transport Association; Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Concordia University; Ministry of Science and Technology of the People's Republic of China; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Vaccination; Medicine; Coronavirus disease 2019 (COVID-19); Messenger RNA; Food and drug administration; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Virology; European union; Immunology; Medical emergency; Disease; Business; Infectious disease (medical specialty); Biology; Internal medicine; Gene","routes":{"ca_aff":true,"ca_fund":true,"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","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001302801,0.0004975139,0.0008712328,0.0007749759,0.002427858,0.0003117046,0.001953604,0.0004465877,0.0001944452],"category_scores_gemma":[0.002040867,0.0002744617,0.0003541595,0.003217131,0.008927213,0.0004420957,0.001288219,0.001358615,0.00003573224],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002383166,"about_ca_system_score_gemma":0.007567793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009649216,"about_ca_topic_score_gemma":0.00006280935,"domain_scores_codex":[0.9934624,0.0005725618,0.001052332,0.001388659,0.002796274,0.0007278122],"domain_scores_gemma":[0.9940348,0.003675083,0.001004386,0.0004727904,0.0006489519,0.0001640019],"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":[0.0003900123,0.0003852254,0.01202379,0.0006947668,0.0005374582,0.002019443,0.002870413,0.001947644,0.002585957,0.000908902,0.9751696,0.0004667935],"study_design_scores_gemma":[0.002585189,0.00359899,0.00677921,0.001517626,0.0002375816,0.002560164,0.03562466,0.01758287,0.001788858,0.02583581,0.9003989,0.0014902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2962795,0.005466296,0.0005064618,0.6914616,0.001769093,0.0009688266,0.0002057498,0.000138192,0.003204273],"genre_scores_gemma":[0.2640455,0.00003749413,0.0007992502,0.7336516,0.0009111963,0.00008886068,0.00007643654,0.00002392786,0.0003656964],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07477076,"threshold_uncertainty_score":0.9999707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09197122929723318,"score_gpt":0.3895066298207257,"score_spread":0.2975354005234925,"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."}}