{"id":"W7117585509","doi":"10.1002/art.70044","title":"Glucagon‐Like Peptide 1 Receptor Agonists, Sodium‐Glucose Cotransporter 2 Inhibitors, and Risk of Autoimmune Rheumatic Diseases","year":2025,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Research Canada; University of British Columbia","funders":"Canadian Institutes of Health Research; Simon Fraser University; Arthritis Society","keywords":"Autoimmune disease; Receptor; Autoantibody; Risk factor; Disease; Immunopathology; Diabetes mellitus; Immune system","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001471079,0.0002991637,0.0002697465,0.0007293462,0.0004454143,0.0006433321,0.0004973761,0.0004034102,0.001444516],"category_scores_gemma":[0.003497891,0.0002159809,0.0009488062,0.001323791,0.0002871162,0.0001834021,0.0003022821,0.0005735636,0.0001126582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001288584,"about_ca_system_score_gemma":0.002592576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1871089,"about_ca_topic_score_gemma":0.1682748,"domain_scores_codex":[0.9991052,0.0001705747,0.00007980256,0.0002283334,0.0002382703,0.0001777327],"domain_scores_gemma":[0.9980988,0.0003084448,0.0008977689,0.00015543,0.0002417848,0.0002978914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001990713,0.00001638455,0.9978073,0.00001797992,0.0002027368,0.0000184406,0.00001368293,0.0001529219,0.0000489103,0.0000247414,0.0001637823,0.001334026],"study_design_scores_gemma":[0.00001995989,0.00004737317,0.9987364,0.00001399713,0.0001487565,0.00006865163,0.00002364786,0.0006001062,0.0000344098,0.00002583783,0.000277267,0.000003485347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932899,0.00246049,0.000274333,0.0002478503,0.0000270937,0.00002488229,0.002588886,0.00001525801,0.001071134],"genre_scores_gemma":[0.9983464,0.0004165111,0.0001816237,0.00003670869,0.00002011961,0.000009746426,0.0007772848,0.000002336162,0.0002092608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1871089,"threshold_uncertainty_score":0.3720396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003927557116925628,"score_gpt":0.2162592730320888,"score_spread":0.2123317159151631,"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."}}