{"id":"W4387949792","doi":"10.1136/dtb.2023.000007","title":"Semaglutide: a new drug for the treatment of obesity","year":2023,"lang":"en","type":"review","venue":"Drug and Therapeutics Bulletin","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; York University; University of Toronto","funders":"","keywords":"Semaglutide; Medicine; Drug; Obesity; Intensive care medicine; Pharmacology; Internal medicine; Diabetes mellitus; Type 2 diabetes; Endocrinology; Liraglutide","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":[0.0002014828,0.0003875051,0.001302685,0.0001004832,0.00009747439,0.00002642625,0.0001160298,0.00008859263,0.00005638272],"category_scores_gemma":[0.000006743488,0.0002062086,0.0005941036,0.0001404557,0.0000715589,0.000004127535,0.00003835836,0.00008027273,0.00008962838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000779011,"about_ca_system_score_gemma":0.0001060925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001008838,"about_ca_topic_score_gemma":0.00001709598,"domain_scores_codex":[0.9988077,0.00004894637,0.0003909108,0.0003210131,0.0001620694,0.0002693092],"domain_scores_gemma":[0.9983737,0.0008435206,0.0002083594,0.0004491888,0.00003586726,0.00008928936],"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":[0.00002444789,0.0003487576,0.0000142556,0.005567196,0.002914441,0.000005499274,0.0003705431,1.338015e-7,5.180442e-8,0.0004564408,0.01126215,0.9790361],"study_design_scores_gemma":[0.001237882,0.0002915247,0.00001626653,0.002236812,0.01106291,0.000002745929,0.00008472025,0.000007003421,0.000004729938,0.0001345597,0.9847588,0.0001620441],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004473281,0.9940364,0.00001678246,0.002184842,0.0001983619,0.003058916,0.00005737922,0.00006598158,0.0003366505],"genre_scores_gemma":[0.00001066388,0.9207885,0.0002066982,0.0001702927,0.0002298054,0.0002806442,0.0001029178,0.00006804149,0.07814244],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.978874,"threshold_uncertainty_score":0.8408944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07444368465809824,"score_gpt":0.340331234359775,"score_spread":0.2658875497016767,"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."}}