{"id":"W4406275382","doi":"10.1177/08465371241311253","title":"CAR/CSACI Practice Guidance for Contrast Media Hypersensitivity","year":2025,"lang":"en","type":"review","venue":"Canadian Association of Radiologists Journal","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Ottawa; McGill University Health Centre; University of Alberta; Université de Montréal; Montreal Heart Institute; Ottawa Allergy Research Corporation; University of Manitoba; Ottawa Hospital; Queen Elizabeth II Health Sciences Centre; Children's Hospital of Eastern Ontario; St. Boniface Hospital; Queen's University","funders":"","keywords":"Medicine; Hypersensitivity reaction; Anaphylaxis; Iodinated contrast; Allergy; Iodinated contrast media; Diphenhydramine; Population; Intensive care medicine; Dermatology; Surgery; Pharmacology; Internal medicine; Immunology; Environmental health; Histamine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002525342,0.0003734623,0.002258283,0.0007899638,0.0002497988,0.00004836738,0.0001932809,0.0008717433,0.000008295408],"category_scores_gemma":[0.04323059,0.0003438725,0.0009636207,0.0004569809,0.00008493727,0.0001777343,0.00001329242,0.001270088,0.00001830971],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009741168,"about_ca_system_score_gemma":0.0137025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002143406,"about_ca_topic_score_gemma":0.01170948,"domain_scores_codex":[0.9970093,0.000608473,0.001026517,0.0003433817,0.000377521,0.0006347584],"domain_scores_gemma":[0.9898874,0.00521809,0.002398682,0.0003166424,0.00146812,0.0007111132],"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":[0.00001060807,0.00006385273,0.00007445428,0.003650389,0.002005864,0.0002807883,0.00009167308,0.000003973466,0.000003993236,0.0006580568,0.03024587,0.9629105],"study_design_scores_gemma":[0.0008093007,0.00002985848,0.0004494292,0.006184645,0.003469093,0.001976802,0.0001387569,0.000004565684,8.126751e-7,0.00002686927,0.9866708,0.000239052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003319607,0.960935,0.0003265809,0.003284178,0.00289392,0.001326908,0.001580411,0.00003377505,0.02961593],"genre_scores_gemma":[0.0002719171,0.9930937,0.001658764,0.0005326916,0.001261338,0.00004722857,0.0002935632,0.00004282938,0.002797981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9626714,"threshold_uncertainty_score":0.9999014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04128169533440768,"score_gpt":0.352679514396179,"score_spread":0.3113978190617713,"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."}}