{"id":"W4297518766","doi":"10.2337/dc22-1174","title":"Sodium–Glucose Cotransporter 2 Inhibitors and the Short-term Risk of Bladder Cancer: An International Multisite Cohort Study","year":2022,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Fonds de Recherche du Québec - Santé; Cancer Research UK; McGill University; Canadian Institutes of Health Research; National Institute on Aging; Patient-Centered Outcomes Research Institute","keywords":"Medicine; Hazard ratio; Internal medicine; Bladder cancer; Propensity score matching; Proportional hazards model; Population; Type 2 diabetes; Cohort study; Cancer registry; Oncology; Cohort; Dipeptidyl peptidase-4; Cancer; Diabetes mellitus; Endocrinology; Confidence interval; Environmental health","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":[0.002084735,0.0005738264,0.0005661192,0.0008071093,0.0006690112,0.0008961803,0.0008301835,0.0007687401,0.001454773],"category_scores_gemma":[0.002948288,0.0006655938,0.001471753,0.001875556,0.0002889872,0.0006589696,0.001025624,0.00105725,0.000308157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004764276,"about_ca_system_score_gemma":0.0006301221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01316745,"about_ca_topic_score_gemma":0.01399779,"domain_scores_codex":[0.9989152,0.0003005103,0.0001096608,0.0003850029,0.0001530324,0.000136592],"domain_scores_gemma":[0.9970983,0.0002452879,0.001287762,0.0006519941,0.000285435,0.0004313021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008722097,0.0001510726,0.9967772,0.00001900841,0.0005726496,0.00007295053,0.00008659901,0.00008383176,0.0002680857,0.00002963194,0.0002451965,0.0008213602],"study_design_scores_gemma":[0.0001376297,0.0002803811,0.9979924,0.0000158811,0.0004003219,0.0002281161,0.0001134964,0.0003655794,0.00008112087,0.00002227421,0.0003492912,0.00001343521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966552,0.0002455915,0.0002814012,0.00005658842,0.00001278785,0.00005242435,0.002415968,0.000005614962,0.0002743721],"genre_scores_gemma":[0.9960296,0.0002301871,0.0004589694,0.00009244248,0.00002578078,0.00009239903,0.002800864,0.000006742207,0.0002631355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01316745,"threshold_uncertainty_score":0.02618158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007182695729157482,"score_gpt":0.2516412400943426,"score_spread":0.2444585443651852,"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."}}