{"id":"W4281660054","doi":"10.1186/s13223-022-00685-z","title":"Allergological study in patients vaccinated against COVID-19 with suspected allergic reactions","year":2022,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vaccination; Delayed hypersensitivity; Hypersensitivity reaction; Immunology; Basophil activation; Dermatology; Immune system; Antibody; Immunoglobulin E; Basophil","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004471496,0.0003670531,0.0004841296,0.000583537,0.0006911353,0.0004123183,0.0001844346,0.0006481462,0.002282464],"category_scores_gemma":[0.00107247,0.0002623451,0.000386873,0.0003964376,0.0002553003,0.000383516,0.0002457589,0.0005014646,0.0003404477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002605327,"about_ca_system_score_gemma":0.0002417269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007683149,"about_ca_topic_score_gemma":0.0005037779,"domain_scores_codex":[0.9996871,0.00008320481,0.00003807215,0.00007117957,0.00004560822,0.00007484938],"domain_scores_gemma":[0.9995492,0.00011754,0.0001360781,0.0000246987,0.00006445614,0.0001079473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003425901,0.0002341162,0.9903864,0.00004342244,0.00002599711,0.005644183,0.0002938663,0.00003411047,0.001210097,0.00001895076,0.000131026,0.001635207],"study_design_scores_gemma":[0.00005018455,0.002642472,0.9637122,0.00002496233,0.00007736203,0.03078539,0.0009457713,0.0002103841,0.0006108616,0.0000341259,0.0008946061,0.00001179488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991283,0.0002601719,0.00003513563,0.00002394984,0.000007888118,0.00001692266,0.00004353933,0.000001771291,0.0004823333],"genre_scores_gemma":[0.9996175,0.0001080362,0.00005035123,0.0000560404,0.00001488604,0.000008304281,0.00004933338,7.285573e-7,0.00009475131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002282464,"threshold_uncertainty_score":0.007635653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03160916591495929,"score_gpt":0.3315411374021299,"score_spread":0.2999319714871706,"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."}}