{"id":"W4410831202","doi":"10.1038/s41573-025-01231-3","title":"Author Correction: GLP-1-based therapies for diabetes, obesity and beyond","year":2025,"lang":"en","type":"review","venue":"Nature Reviews Drug Discovery","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Diabetes mellitus; Obesity; Medicine; Pharmacology; Intensive care medicine; Bioinformatics; Internal medicine; Endocrinology; Biology","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":[0.007139337,0.00251097,0.003044733,0.004528001,0.001940041,0.004680139,0.003951847,0.006814477,0.06251207],"category_scores_gemma":[0.0460123,0.001093589,0.002580906,0.002922158,0.002289925,0.003112343,0.003542261,0.009973508,0.03677244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003098054,"about_ca_system_score_gemma":0.007809775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004404437,"about_ca_topic_score_gemma":0.009655287,"domain_scores_codex":[0.9931958,0.001404878,0.001024297,0.0008469023,0.002921034,0.0006071492],"domain_scores_gemma":[0.9738894,0.005127613,0.001763956,0.001256361,0.01597863,0.001983984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000336165,0.000002934986,0.00001448578,0.00038217,0.00001505417,0.00006333722,0.00001048063,0.00001901007,0.00003917421,0.0004491853,0.9916141,0.007356417],"study_design_scores_gemma":[0.00009793376,0.00002654529,0.0001784492,0.0007521876,0.00006564461,0.0003781352,0.00002554723,0.00007620902,0.0001685949,0.001170117,0.9970368,0.00002389538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00002893469,0.007440849,0.0003428805,0.02875512,0.9619006,0.00001671437,0.0003706118,0.0001448332,0.0009994992],"genre_scores_gemma":[0.004519521,0.05505352,0.003058151,0.1175448,0.6841979,0.0002340209,0.001532393,0.0008667323,0.132993],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06251207,"threshold_uncertainty_score":0.2091237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187396303985615,"score_gpt":0.3302719402862983,"score_spread":0.3115323098877368,"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."}}