{"id":"W3197305134","doi":"10.1016/j.cub.2021.08.016","title":"Energy compensation and adiposity in humans","year":2021,"lang":"en","type":"article","venue":"Current Biology","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Center for Chronic Disease Prevention and Health Promotion; National Institute on Aging; National Cancer Institute; National Institute on Alcohol Abuse and Alcoholism; Novo Nordisk Fonden; National Science Foundation; National Institutes of Health; Eunice Kennedy Shriver National Institute of Child Health and Human Development; International Atomic Energy Agency; Chinese Academy of Sciences","keywords":"Biology; Energy (signal processing); Energy metabolism; Evolutionary biology; Endocrinology; Statistics","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":[0.00004172263,0.00006585284,0.0001890032,0.00003713678,0.00002208911,0.000003736868,0.00002394752,0.00005250991,0.00004289879],"category_scores_gemma":[0.00002970745,0.00005982905,0.00002625011,0.00008421238,0.00007107278,0.00002393014,0.00006931724,0.000118602,0.00000974212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003048008,"about_ca_system_score_gemma":0.00002639027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005328946,"about_ca_topic_score_gemma":0.0002405838,"domain_scores_codex":[0.9994735,0.00007671704,0.00009270055,0.0001991457,0.00003545255,0.0001225384],"domain_scores_gemma":[0.9997241,0.00005204734,0.00002416983,0.0001105699,0.00003846384,0.00005059145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000117772,0.00196695,0.9321812,0.0000423484,0.00001438111,0.000009598194,0.00004571647,2.054495e-7,0.01305563,0.03155601,0.0001172449,0.02099891],"study_design_scores_gemma":[0.0005827942,0.0001065462,0.979763,0.00002930095,0.00002179001,0.000006791979,0.000008757517,0.0001215086,0.004866642,0.005715907,0.008709912,0.00006708796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972571,0.001155117,0.00008298938,0.0003986893,0.0002286159,0.00004324594,0.000004892023,0.00001674321,0.000812628],"genre_scores_gemma":[0.9994037,0.0001603111,0.00002882455,0.0001168872,0.0001302405,0.000004523607,0.0001118451,0.00000382414,0.00003990713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04758174,"threshold_uncertainty_score":0.2439758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03524599605251968,"score_gpt":0.3170473698565418,"score_spread":0.2818013738040221,"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."}}