{"id":"W2780645176","doi":"10.2337/dc17-1223","title":"Lower Risk of Death With SGLT2 Inhibitors in Observational Studies: Real or Bias?","year":2017,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Empagliflozin; Observational study; Diabetes mellitus; Type 2 diabetes; Internal medicine; Randomized controlled trial; Medical prescription; Canagliflozin; Pharmacology; Endocrinology","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":[0.0001254544,0.0001610165,0.0003897132,0.00009750703,0.00009651954,0.00002196025,0.0001130016,0.00004663593,0.00002732684],"category_scores_gemma":[0.0002599048,0.0001016591,0.00007171342,0.00008568551,0.0001026428,0.0001385363,0.00009227623,0.00007981745,0.00001632165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001107537,"about_ca_system_score_gemma":0.00005867307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005725013,"about_ca_topic_score_gemma":0.0003167696,"domain_scores_codex":[0.9990606,0.00002174978,0.0001922727,0.0002309828,0.0002596209,0.0002347604],"domain_scores_gemma":[0.9989541,0.0001101263,0.0002086426,0.0004762289,0.0001919909,0.00005896945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001060343,0.0001255932,0.9910262,0.0002984001,0.0004225931,0.00003087137,0.0007290462,0.00000939975,0.0000307412,0.0001159653,0.0009972716,0.006107884],"study_design_scores_gemma":[0.00240101,0.0008917099,0.990528,0.0007143972,0.0003473713,9.028386e-8,0.001659,0.00002154328,0.001279817,0.0000439687,0.001990803,0.0001222724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939194,0.0005064504,2.741238e-7,0.0002324874,0.0001582023,0.0004418303,0.00004803628,0.00002651783,0.004666856],"genre_scores_gemma":[0.9980457,0.0003244806,0.0005545393,0.0001001025,0.0000898276,0.00008040464,0.0000774676,0.0000200594,0.0007074319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005985612,"threshold_uncertainty_score":0.4145539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0778401094154545,"score_gpt":0.3191970094529683,"score_spread":0.2413569000375138,"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."}}