{"id":"W4410121781","doi":"10.1148/radiol.240100","title":"Management and Prevention of Hypersensitivity Reactions to Radiocontrast Media: A Consensus Statement from the American College of Radiology and the American Academy of Allergy, Asthma & Immunology","year":2025,"lang":"en","type":"review","venue":"Radiology","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Premedication; Hypersensitivity reaction; Iodinated contrast media; Allergy; Asthma; Iodinated contrast; Allergic reaction; Delayed hypersensitivity; Intensive care medicine; Dermatology; Pediatrics; Surgery; Immunology; Internal medicine; Computed tomography","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","sts"],"consensus_categories":[],"category_scores_codex":[0.0009417112,0.0004154326,0.003960048,0.0004494231,0.00009194892,0.000002157656,0.0002091434,0.000210543,0.000004837676],"category_scores_gemma":[0.0005567523,0.0002653634,0.0003843628,0.0007060331,0.004221286,0.00001717216,0.0002268193,0.000657861,0.000002408874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001817445,"about_ca_system_score_gemma":0.0002755662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000938838,"about_ca_topic_score_gemma":0.0002041834,"domain_scores_codex":[0.9953231,0.002230397,0.001324446,0.0005925616,0.00016804,0.0003614496],"domain_scores_gemma":[0.9916502,0.005668888,0.001912366,0.0005713978,0.00009120206,0.0001059197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008013793,0.0002476145,0.00004812208,0.002164688,0.0122822,0.0000485558,0.0004791904,0.000007857653,0.0006025807,0.0115633,0.001247428,0.9705071],"study_design_scores_gemma":[0.002775599,0.0002940785,0.01983462,0.002645436,0.003112714,0.002149296,0.001832041,0.000007148982,0.00001399161,0.0004042817,0.9666732,0.0002576034],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04736834,0.9364139,0.000413897,0.006654258,0.0004534562,0.005483544,0.002140206,0.00004370712,0.001028712],"genre_scores_gemma":[0.01568994,0.9815425,0.001877483,0.000176346,0.00009722236,0.0002235911,0.0001300908,0.00003096706,0.0002319245],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9702495,"threshold_uncertainty_score":0.9999799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03174554550967513,"score_gpt":0.3429993979312694,"score_spread":0.3112538524215943,"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."}}