{"id":"W4406726190","doi":"10.1136/bmjdrc-2024-004541","title":"Association between use of sodium-glucose co-transporter-2 inhibitor and the risk of incident dementia: a population-based cohort study","year":2025,"lang":"en","type":"article","venue":"BMJ Open Diabetes Research & Care","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Institute of Population and Public Health; McGill University","keywords":"Medicine; Dementia; Hazard ratio; Propensity score matching; Internal medicine; Cohort study; Proportional hazards model; Cohort; Confounding; Population; Diabetes mellitus; Type 2 diabetes; Lower risk; Retrospective cohort study; Confidence interval; Disease; Endocrinology","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":[0.00185889,0.0004414052,0.0006632196,0.0008544465,0.0005075833,0.001143611,0.0006815114,0.0007608533,0.001299887],"category_scores_gemma":[0.004066888,0.000676849,0.001092597,0.001532328,0.0002362045,0.0006450293,0.0004669164,0.001111816,0.000298635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003169777,"about_ca_system_score_gemma":0.0005950176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00910793,"about_ca_topic_score_gemma":0.007752543,"domain_scores_codex":[0.999045,0.0002068962,0.0001189007,0.0003050824,0.0001959793,0.0001282131],"domain_scores_gemma":[0.9976467,0.0003003111,0.0009308959,0.0003749288,0.0004306294,0.000316498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004264658,0.0000823982,0.9982145,0.00001357326,0.0004263749,0.00006942623,0.00003540366,0.00003114788,0.000109753,0.00001073247,0.00009238032,0.0004878497],"study_design_scores_gemma":[0.00008392922,0.0002822133,0.9985605,0.0000097398,0.000256302,0.0002616244,0.0000584587,0.000260774,0.00003988556,0.00001847612,0.0001608053,0.000007283192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976171,0.0003783881,0.0002193045,0.00004192838,0.00002074117,0.0000329501,0.001329507,0.000007616205,0.000352641],"genre_scores_gemma":[0.9977088,0.0003212513,0.0002847883,0.00005577392,0.00003507394,0.00004336369,0.001222867,0.000004682813,0.0003233476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00910793,"threshold_uncertainty_score":0.0181098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04291722046728026,"score_gpt":0.3933187039216485,"score_spread":0.3504014834543683,"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."}}