{"id":"W4399481862","doi":"10.1136/annrheumdis-2024-eular.4663","title":"POS0251 COMPARATIVE EFFECTIVENESS OF SODIUM-GLUCOSE COTRANSPORTER-2 INHIBITORS FOR THE RISK OF KIDNEY STONE AMONG GOUT PATIENTS WITH TYPE 2 DIABETES: TARGET TRIAL EMULATION STUDIES","year":2024,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Research Canada","funders":"","keywords":"Emulation; Gout; Cotransporter; Type 2 diabetes; Medicine; Diabetes mellitus; Internal medicine; Computer science; Endocrinology; Sodium; Chemistry; Psychology","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":[0.003061104,0.002467312,0.004262159,0.0007194693,0.0004589897,0.00224856,0.001060308,0.002692618,0.008274341],"category_scores_gemma":[0.003336168,0.001015628,0.005943855,0.0007009265,0.00145506,0.002355639,0.0006875414,0.004364945,0.001162855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007158905,"about_ca_system_score_gemma":0.0008115732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000770982,"about_ca_topic_score_gemma":0.00173767,"domain_scores_codex":[0.9980078,0.00121883,0.0001728177,0.0002381771,0.0001107802,0.0002515635],"domain_scores_gemma":[0.9981146,0.0007677561,0.0003790169,0.0001934462,0.000113116,0.0004321069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9833735,0.002261679,0.0008179576,0.0004567774,0.003123944,0.00004187363,0.00003209736,0.0002439785,0.001077786,0.0001380049,0.0002347739,0.008197567],"study_design_scores_gemma":[0.8587757,0.127207,0.006295124,0.0001074968,0.005183623,0.00006266576,0.00008377284,0.0005300783,0.0005785471,0.0003188071,0.0008041686,0.00005296821],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799601,0.01199506,0.0007623326,0.0008003415,0.0008614519,0.0007161401,0.001010765,0.00009429522,0.00379963],"genre_scores_gemma":[0.9898916,0.003937731,0.0006071829,0.001102279,0.0007459035,0.0005023041,0.0008841497,0.00002671054,0.002302188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008274341,"threshold_uncertainty_score":0.02768046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02827616974007231,"score_gpt":0.3169044951269733,"score_spread":0.288628325386901,"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."}}