{"id":"W4399395008","doi":"10.2337/dci24-0003","title":"Efficacy and Safety of GLP-1 Medicines for Type 2 Diabetes and Obesity","year":2024,"lang":"en","type":"review","venue":"Diabetes Care","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":325,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Type 2 diabetes; Diabetes mellitus; Exenatide; Disease; Glucagon-like peptide-1; Obesity; Bioinformatics; Incretin; Glucagon receptor; Pharmacology; Internal medicine; Insulin; Endocrinology; Glucagon; Biology","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":[0.000660438,0.0007451064,0.00132485,0.002370353,0.0002437836,0.000979956,0.0006137877,0.0009218305,0.004499136],"category_scores_gemma":[0.001006433,0.0002383037,0.0007537025,0.001690699,0.0003628471,0.0008693981,0.0006450585,0.001829848,0.001886727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000496153,"about_ca_system_score_gemma":0.0007822933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009321199,"about_ca_topic_score_gemma":0.001355666,"domain_scores_codex":[0.9997231,0.00005332201,0.00004303065,0.00004497972,0.0001118688,0.00002356143],"domain_scores_gemma":[0.9996654,0.0001876715,0.00005497894,0.000009898215,0.0000623798,0.0000197837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008653243,0.00005383189,0.0001071979,0.02186569,0.0001278896,0.0001061611,0.0000399913,0.0002254938,0.001067435,0.003288129,0.01842295,0.9546087],"study_design_scores_gemma":[0.00003373959,0.0001361465,0.0009622828,0.009431805,0.0001815315,0.0009560438,0.0000498441,0.00008539524,0.0004731785,0.001927215,0.9857423,0.00002047456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008797185,0.998556,0.00005192904,0.0001991492,0.0001301415,0.00000341443,0.00001932155,0.000005325689,0.0009466861],"genre_scores_gemma":[0.0006751049,0.9984835,0.000113782,0.0001767338,0.000120549,0.000005459132,0.00002604113,0.000001335643,0.0003975817],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004499136,"threshold_uncertainty_score":0.01505113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02927679494742932,"score_gpt":0.3232395925593571,"score_spread":0.2939627976119278,"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."}}