{"id":"W4400696749","doi":"10.1002/oby.24060","title":"Obesity‐ and diet‐induced plasticity in systems that control eating and energy balance","year":2024,"lang":"en","type":"review","venue":"Obesity","topic":"Regulation of Appetite and Obesity","field":"Neuroscience","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Center for Complementary and Integrative Health; National Institute on Deafness and Other Communication Disorders; National Institute on Aging; U.S. Department of Agriculture; National Institute of Child Health and Human Development; American Diabetes Association; National Science Foundation; Canadian Institutes of Health Research; National Institute of Diabetes and Digestive and Kidney Diseases; W. M. Keck Foundation; National Institutes of Health; National Institute of Mental Health","keywords":"Energy homeostasis; Obesity; General partnership; Disease; Eating behavior; Theme (computing); Energy (signal processing); Medicine; Psychology; Gerontology; Political science; Pathology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003022422,0.0005109006,0.001526715,0.0002332533,0.0002095544,0.0003123248,0.0002636627,0.0003730659,0.000008596065],"category_scores_gemma":[0.0002405539,0.0004170387,0.0001488022,0.0003608336,0.0001232077,0.0002100631,0.0002470196,0.0004907798,0.00003459437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114817,"about_ca_system_score_gemma":0.00009355931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002414124,"about_ca_topic_score_gemma":0.0000838062,"domain_scores_codex":[0.9972364,0.0004573928,0.0005163031,0.001020296,0.0003544522,0.0004151905],"domain_scores_gemma":[0.9984271,0.0007942949,0.0002954624,0.0002899784,0.00002110743,0.0001720468],"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":[0.000306647,0.001503323,0.1008906,0.2392873,0.0004653094,0.002745235,0.00104255,0.00009827011,0.00238247,0.08614182,0.001928031,0.5632084],"study_design_scores_gemma":[0.001571344,0.0004005089,0.01382687,0.05153935,0.001150237,0.0004319986,0.0000477073,0.00765674,0.0004553725,0.0005825009,0.9198592,0.002478132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05227958,0.9451883,0.00009621659,0.00002086893,0.0005284212,0.0005157648,0.00009476047,0.0001239539,0.001152083],"genre_scores_gemma":[0.1744554,0.8246121,0.00001036866,0.0000540511,0.0001718005,0.00004442869,0.000005776848,0.00003751959,0.0006085506],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9179312,"threshold_uncertainty_score":0.9998282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04532715901866021,"score_gpt":0.2860660015538742,"score_spread":0.240738842535214,"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."}}