{"id":"W4386884028","doi":"10.1155/2023/9946924","title":"Glucagon-Like Peptide-1 Receptor Agonists for Chronic Weight Management","year":2023,"lang":"en","type":"review","venue":"Advances in Medicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Popularity; Medicine; Glucagon-like peptide 1 receptor; Weight management; Medical prescription; Weight loss; Clinical trial; Obesity; Type 2 diabetes; Glucagon-like peptide-1; Intensive care medicine; Diabetes mellitus; Pharmacology; Agonist; Endocrinology; Receptor; Internal medicine; Psychology","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":[0.0005590381,0.0005403836,0.0009863348,0.001934359,0.0002346682,0.0007529057,0.0004993042,0.0006266106,0.008972539],"category_scores_gemma":[0.001027262,0.0001415,0.0009402682,0.001538914,0.0002523496,0.0006676132,0.0005982758,0.001367933,0.002626679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003588939,"about_ca_system_score_gemma":0.0009786413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008821721,"about_ca_topic_score_gemma":0.002423933,"domain_scores_codex":[0.9997153,0.00006971951,0.00004848767,0.00003698547,0.0001076992,0.00002174967],"domain_scores_gemma":[0.9996513,0.0001865572,0.0000636831,0.00001102647,0.00006571107,0.00002181311],"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":[0.00007903349,0.00007658771,0.0001440877,0.03793852,0.000169641,0.0001292831,0.00005635801,0.000140191,0.0009045486,0.002035702,0.02423663,0.9340894],"study_design_scores_gemma":[0.00004164911,0.0001244234,0.00107865,0.01626221,0.0003459943,0.001003183,0.00005638356,0.00006686384,0.0003134991,0.001889232,0.9788035,0.00001455251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001286658,0.9979243,0.00008737925,0.0002525621,0.0001816533,0.00001044226,0.0000294239,0.000008108127,0.001377453],"genre_scores_gemma":[0.0008695261,0.9980988,0.0001722622,0.0002102983,0.000102515,0.000007911238,0.00003499908,0.000001418866,0.0005024209],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008972539,"threshold_uncertainty_score":0.03001606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04056175803984855,"score_gpt":0.3845440747368657,"score_spread":0.3439823166970171,"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."}}