{"id":"W4415028795","doi":"10.1038/s44385-025-00036-8","title":"Central and peripheral neural circuits regulating glucose homeostasis","year":2025,"lang":"en","type":"review","venue":"npj Biomedical Innovations.","topic":"Regulation of Appetite and Obesity","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"National Institutes of Health; American Heart Association; U.S. Department of Defense","keywords":"Biological neural network; Neuronal circuits; Glucose homeostasis; Neural activity; Artificial neural network; Electronic circuit; Peripheral; Homeostasis","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":[0.0003973281,0.0009066379,0.0008852552,0.001495778,0.0002982506,0.001010337,0.0009245106,0.001133669,0.004031999],"category_scores_gemma":[0.0003594333,0.0002091392,0.000352341,0.001074755,0.000618693,0.001189014,0.0008804745,0.002077365,0.002736279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007322227,"about_ca_system_score_gemma":0.0008684281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008861662,"about_ca_topic_score_gemma":0.001584926,"domain_scores_codex":[0.9998772,0.00001670143,0.00001620807,0.00002352743,0.00005043843,0.00001596608],"domain_scores_gemma":[0.9998983,0.00003821148,0.00001398721,0.00000405005,0.00003057449,0.00001487481],"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":[0.00006544688,0.00005257225,0.0001237251,0.008965886,0.00004543631,0.0002400447,0.00006173925,0.0003448489,0.00459096,0.01246983,0.03214971,0.9408898],"study_design_scores_gemma":[0.00001021193,0.00006102867,0.0007374923,0.00230514,0.00003179406,0.001120483,0.00004150042,0.00009068356,0.000729944,0.005069702,0.9897859,0.00001609009],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001436154,0.9949418,0.0003531816,0.0005183362,0.0004373487,0.00000752711,0.00002675505,0.00001703197,0.003554477],"genre_scores_gemma":[0.0006822989,0.9972687,0.0003009168,0.0002275432,0.0003007412,0.00001170475,0.00003365186,0.000001783715,0.001172698],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004031999,"threshold_uncertainty_score":0.01348835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05368175201705738,"score_gpt":0.3312990570307319,"score_spread":0.2776173050136745,"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."}}