{"id":"W2912733453","doi":"10.1111/dom.13649","title":"Generalizability of glucagon‐like peptide‐1 receptor agonist cardiovascular outcome trials to the overall type 2 diabetes population in the United States","year":2019,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"Eli Lilly and Company","keywords":"Population; Medicine; Generalizability theory; Clinical trial; Type 2 diabetes; Internal medicine; Myocardial infarction; Population study; Diabetes mellitus; Demography; Endocrinology; Statistics; Environmental health","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":[0.1046985,0.0004882223,0.001618403,0.002476505,0.0005040927,0.002126649,0.001251406,0.001280099,0.001781308],"category_scores_gemma":[0.2186185,0.0004588272,0.002842568,0.002552076,0.001385648,0.001455127,0.002144305,0.001272304,0.0002340135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007755359,"about_ca_system_score_gemma":0.0009173571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00399608,"about_ca_topic_score_gemma":0.004068692,"domain_scores_codex":[0.8731125,0.09149154,0.01483445,0.01231626,0.006936771,0.001308532],"domain_scores_gemma":[0.8365335,0.1085131,0.02579997,0.01974889,0.007725091,0.001679456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00350214,0.0001155282,0.9413182,0.0006803679,0.01065117,0.0001894445,0.0005361131,0.001767445,0.0004774696,0.0005120437,0.001823032,0.03842697],"study_design_scores_gemma":[0.001102039,0.002001913,0.98063,0.0004884592,0.006164595,0.0004418525,0.0006082683,0.002566101,0.0003564125,0.001634544,0.003971795,0.00003404463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.936244,0.03044648,0.01117796,0.005086469,0.0006757159,0.001342911,0.004198375,0.0001386196,0.01068957],"genre_scores_gemma":[0.9945803,0.001293717,0.0008380018,0.001717207,0.0002301533,0.0002822279,0.00088002,0.00001886715,0.0001594475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1046985,"threshold_uncertainty_score":0.5537052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02759344623496213,"score_gpt":0.2704935831468206,"score_spread":0.2429001369118585,"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."}}