{"id":"W4413139546","doi":"10.1186/s13223-025-00982-3","title":"The role of skin testing, drug challenge and IFN-γ ELISpot in delayed hypersensitivity to iodinated contrast media","year":2025,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; McGill University Health Centre","funders":"National Health and Medical Research Council; Medical Research Council; National Institutes of Health; McGill University; Centre Hospitalier Universitaire Vaudois; McGill University Health Centre; Austin Medical Research Foundation","keywords":"Iodinated contrast media; ELISPOT; Medicine; Drug; Immunology; Contrast (vision); Pharmacology; Internal medicine; Computer science; Immune system","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.007750059,0.000981762,0.0007003873,0.000847756,0.0003482289,0.001429962,0.00074136,0.0007081028,0.0009819611],"category_scores_gemma":[0.01258994,0.0004166605,0.0004337237,0.0004144876,0.0006282985,0.0009236614,0.0004952783,0.0009199419,0.0003226453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004824722,"about_ca_system_score_gemma":0.0005084201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001157022,"about_ca_topic_score_gemma":0.001187087,"domain_scores_codex":[0.9969325,0.001886085,0.0002771954,0.0003192442,0.0003585922,0.0002264454],"domain_scores_gemma":[0.988578,0.006690953,0.002383029,0.0005413432,0.001196115,0.0006106169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001222307,0.0002079673,0.9822353,0.00006716018,0.00005695165,0.0008485739,0.0002971741,0.0002195297,0.003266193,0.00002581976,0.0001049687,0.01144803],"study_design_scores_gemma":[0.0001049903,0.004389767,0.9677182,0.0002333665,0.0002721523,0.009013782,0.0009659062,0.007499575,0.008351014,0.0001378696,0.001279514,0.0000338744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961547,0.001210544,0.0009673231,0.00009694911,0.00002199765,0.00005965251,0.00006092246,0.00001982351,0.001408058],"genre_scores_gemma":[0.9986448,0.0001748986,0.0009588656,0.00004235881,0.00002066872,0.00001618374,0.00003313604,0.000002734466,0.000106291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007750059,"threshold_uncertainty_score":0.04098672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821047807393271,"score_gpt":0.3315631825374964,"score_spread":0.3133527044635637,"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."}}