{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003559485,0.0001723589,0.000634011,0.00008032988,0.00008111099,0.000006644283,0.0001140749,0.00005045794,0.000009424006],"category_scores_gemma":[0.000872364,0.0000791499,0.000293315,0.0002961401,0.0004822794,0.00009746681,0.00002364625,0.00009735717,8.373635e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001244434,"about_ca_system_score_gemma":0.0002104156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004256644,"about_ca_topic_score_gemma":0.000003158334,"domain_scores_codex":[0.9986691,0.0002096359,0.0004646036,0.0001582102,0.0003456906,0.0001527465],"domain_scores_gemma":[0.9975187,0.001332028,0.0003694035,0.0002649308,0.0004251629,0.00008982597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07359099,0.005083397,0.8460333,0.02255381,0.02367645,0.000001382777,0.01133166,0.004438514,0.0003048159,0.000263817,0.007076419,0.005645383],"study_design_scores_gemma":[0.02285782,0.003106575,0.9334795,0.01411114,0.005084329,1.273245e-7,0.001456345,0.003734428,0.0139403,0.001940458,0.00006105901,0.0002278752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857727,0.01091379,0.00003960178,0.0001711773,0.0004513202,0.002149881,0.0004528984,0.00001929326,0.00002938662],"genre_scores_gemma":[0.999034,0.0007052938,0.00001835037,0.00002582522,0.000016583,0.00007009171,0.00009228801,0.00001748493,0.00002011126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08744619,"threshold_uncertainty_score":0.3227639,"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."}}