{"id":"W3186973264","doi":"10.1186/s13223-021-00554-1","title":"The complexities of insulin allergy: a case and approach","year":2021,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto","funders":"","keywords":"Medicine; Insulin; Emergency department; Erythema; Protamine; Diabetes mellitus; Anaphylaxis; Metformin; Angioedema; Allergy; Internal medicine; Anesthesia; Endocrinology; Dermatology; Immunology; Heparin","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006139313,0.003702442,0.001593439,0.006257066,0.005277738,0.004480351,0.002590947,0.01310564,0.004587697],"category_scores_gemma":[0.003157898,0.00203104,0.00193771,0.00318834,0.002961183,0.005596146,0.005294916,0.008274301,0.001796256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002904294,"about_ca_system_score_gemma":0.001130203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001844125,"about_ca_topic_score_gemma":0.00178224,"domain_scores_codex":[0.9986109,0.0002490255,0.0001597002,0.000290984,0.0001641145,0.0005252194],"domain_scores_gemma":[0.9990273,0.0002828405,0.0002407339,0.00007101438,0.00009833201,0.0002797867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001079805,0.00004787449,0.001505206,0.00005858035,0.000005393271,0.9954911,0.0001973559,0.00006401313,0.0001969334,0.0004141961,0.0005835,0.001424997],"study_design_scores_gemma":[0.000004961618,0.00002009891,0.0005129135,0.00005975275,0.000007432057,0.9970641,0.0003377406,0.0001488282,0.0000844281,0.0005964558,0.001151263,0.00001216285],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6622136,0.1272361,0.033058,0.06944752,0.007741326,0.001688066,0.0007532114,0.00077604,0.09708621],"genre_scores_gemma":[0.9252246,0.03162381,0.01252591,0.01228429,0.01034563,0.0002747542,0.0002365874,0.00008390469,0.007400631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01310564,"threshold_uncertainty_score":0.02107227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04824657623033455,"score_gpt":0.3448695185988577,"score_spread":0.2966229423685232,"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."}}