{"id":"W4210774959","doi":"10.1093/aje/kwac021","title":"Glucagon-Like Peptide 1 Receptor Agonists and Risk of Anaphylactic Reaction Among Patients With Type 2 Diabetes: A Multisite Population-Based Cohort Study","year":2022,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"National Institute on Aging; Fonds de Recherche du Québec - Santé; National Institutes of Health; Union Chimique Belge; National Heart, Lung, and Blood Institute; Boehringer Ingelheim; Brigham and Women's Hospital; McGill University; Canadian Institutes of Health Research; Harvard Medical School","keywords":"Medicine; Type 2 diabetes; Cohort; Population; Internal medicine; Glucagon; Cohort study; Glucagon-like peptide 1 receptor; Diabetes mellitus; Type 1 diabetes; Endocrinology; Receptor; Immunology; Insulin; Agonist; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003381682,0.0007123004,0.0008894886,0.001273233,0.0008659716,0.001690809,0.0009355489,0.001190884,0.001681519],"category_scores_gemma":[0.005519313,0.00122873,0.002869305,0.001945307,0.0003816629,0.00103465,0.001089406,0.001725071,0.0004318432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006735062,"about_ca_system_score_gemma":0.0007858876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00846781,"about_ca_topic_score_gemma":0.006676735,"domain_scores_codex":[0.9975603,0.0007169546,0.0003106559,0.0008347005,0.0003230314,0.0002544552],"domain_scores_gemma":[0.9957374,0.0007312394,0.001355177,0.001195251,0.0004237032,0.0005572409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001170027,0.0002497148,0.995618,0.00002726006,0.001054217,0.0001776235,0.0001344044,0.0001046862,0.0003035315,0.00002626912,0.0002106935,0.0009236534],"study_design_scores_gemma":[0.0003553338,0.0007473787,0.9958069,0.00001934265,0.00082982,0.0006138048,0.0002475269,0.0009345153,0.00007686071,0.00004721827,0.0002903752,0.00003088395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983241,0.0002433011,0.000312975,0.00004653382,0.00001531233,0.00005959957,0.0008074302,0.000006710779,0.0001840464],"genre_scores_gemma":[0.9984762,0.0001426238,0.0003932665,0.0000674763,0.00002827785,0.00007879808,0.0006724299,0.000006172049,0.0001347412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00846781,"threshold_uncertainty_score":0.01788425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00993951626341752,"score_gpt":0.2676806749040483,"score_spread":0.2577411586406309,"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."}}