{"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 &amp; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00618307,0.0009792999,0.002431984,0.003425866,0.0004200055,0.00115155,0.002211577,0.002870712,0.002371913],"category_scores_gemma":[0.006443436,0.0003455945,0.001965208,0.001874731,0.0005814368,0.001310197,0.0009876903,0.003022342,0.001276143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001123796,"about_ca_system_score_gemma":0.005408206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003475614,"about_ca_topic_score_gemma":0.005242683,"domain_scores_codex":[0.9981857,0.00042722,0.0005604776,0.0001160165,0.000629793,0.00008072089],"domain_scores_gemma":[0.9959848,0.001453978,0.0006504479,0.00008026533,0.001656347,0.0001742428],"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":[0.0001133368,0.0001434659,0.0005008843,0.0411731,0.0003276989,0.0001425238,0.0001119196,0.0003359288,0.0006858485,0.002491836,0.1073191,0.8466544],"study_design_scores_gemma":[0.0001881896,0.0001930434,0.002884188,0.09313462,0.001011165,0.000803691,0.000182305,0.0002382072,0.0005105215,0.002386924,0.8984203,0.00004683189],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001756913,0.9882791,0.0005021484,0.008010177,0.001404103,0.0001151641,0.0001329792,0.00002028651,0.001360264],"genre_scores_gemma":[0.001154831,0.9923444,0.001827192,0.00336522,0.0005464281,0.0001170396,0.0001860974,0.000004526906,0.0004542191],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00618307,"threshold_uncertainty_score":0.03269958,"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."}}