{"id":"W4396919985","doi":"10.1136/ard-2024-225652","title":"Gout risk in adults with pre-diabetes initiating metformin","year":2024,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Centre Hospitalier Universitaire de Sherbrooke","funders":"Harvard T.H. Chan School of Public Health; National Institutes of Health; Brigham and Women's Hospital; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Eli Lilly and Company","keywords":"Metformin; Medicine; Gout; Diabetes mellitus; Internal medicine; Propensity score matching; Proportional hazards model; Relative risk; Cohort; Incidence (geometry); Lower risk; Cohort study; Endocrinology; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002127317,0.000286701,0.0004126704,0.0005353548,0.0006436761,0.0008423767,0.0001995403,0.000715485,0.003036869],"category_scores_gemma":[0.00143139,0.0003194697,0.0007532232,0.0007920684,0.0001458443,0.0004635864,0.0003708742,0.001463955,0.0002609902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002304522,"about_ca_system_score_gemma":0.0003249125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005131576,"about_ca_topic_score_gemma":0.009196157,"domain_scores_codex":[0.9998287,0.00002582015,0.00002080123,0.0000328853,0.00003881527,0.00005284426],"domain_scores_gemma":[0.9995247,0.00007097653,0.0001818348,0.00002433992,0.0000403772,0.0001578043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003971262,0.0001641957,0.9957941,0.00001947134,0.00006840565,0.000272001,0.00005075396,0.00002323812,0.0001536136,0.00003494202,0.0001638481,0.002858289],"study_design_scores_gemma":[0.00003138887,0.0002753322,0.9979856,0.00002907512,0.0001259152,0.0007107117,0.0002050876,0.0001655696,0.0000409874,0.00007636634,0.0003480134,0.000005960831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995118,0.001668666,0.00006121191,0.000225572,0.00006734247,0.00001851473,0.0003141951,0.000005797785,0.002520578],"genre_scores_gemma":[0.998069,0.0006679035,0.0001086746,0.0001510352,0.00007841668,0.00001016209,0.0002283426,0.000002108734,0.0006843679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005131576,"threshold_uncertainty_score":0.01020342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683262321372447,"score_gpt":0.285306568469907,"score_spread":0.2684739452561826,"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."}}