{"id":"W4387563425","doi":"10.1210/endocr/bqad153","title":"Synergistic Combinations of Gut- and Pancreas-Hormone-Based Therapies: Advancements in Treatments for Metabolic Diseases","year":2023,"lang":"en","type":"review","venue":"Endocrinology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Banting and Best Diabetes Centre, University of Toronto; Novo Nordisk","keywords":"Weight loss; Medicine; Internal medicine; Endocrinology; Agonist; Hormone; Type 2 Diabetes Mellitus; Glucagon-like peptide-1; Diabetes mellitus; Glucagon-like peptide 1 receptor; Exenatide; Type 2 diabetes; Obesity; Glucagon; Pancreas; Insulin; Insulin resistance; Receptor","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":[0.000525196,0.0006643087,0.001349161,0.001770783,0.0001982566,0.0008487029,0.0006294639,0.0007151074,0.003963832],"category_scores_gemma":[0.000559851,0.0001943676,0.0007430196,0.001439329,0.0002463756,0.0009667115,0.000545148,0.001616171,0.001396195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003315314,"about_ca_system_score_gemma":0.0007464062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005113734,"about_ca_topic_score_gemma":0.001268772,"domain_scores_codex":[0.9998153,0.00003563034,0.00003123868,0.0000292846,0.00007059605,0.00001801663],"domain_scores_gemma":[0.9997852,0.0001147739,0.00002818061,0.000006176376,0.00004956446,0.00001615399],"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":[0.0001305128,0.0001370184,0.0001363599,0.02953769,0.0001919067,0.0001945858,0.00005442441,0.0003134075,0.002222831,0.002732085,0.01753896,0.9468101],"study_design_scores_gemma":[0.00005508066,0.000263145,0.001028153,0.007280319,0.0003564736,0.001283459,0.00006429604,0.0001543472,0.0006775428,0.001929431,0.9868835,0.00002435738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001771952,0.9985519,0.0001147099,0.0001839503,0.0001668833,0.000006058374,0.00001861308,0.000006677182,0.0007740668],"genre_scores_gemma":[0.0006293634,0.9985612,0.000207938,0.0001688356,0.00009696983,0.000006671675,0.00002696234,0.000001254316,0.0003007877],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003963832,"threshold_uncertainty_score":0.0132603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06624649780036372,"score_gpt":0.3771858735641083,"score_spread":0.3109393757637445,"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."}}