{"id":"W3005524892","doi":"10.1038/s41430-020-0568-9","title":"The role of appetite-related hormones, adaptive thermogenesis, perceived hunger and stress in long-term weight-loss maintenance: a mixed-methods study","year":2020,"lang":"en","type":"article","venue":"European Journal of Clinical Nutrition","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Weight loss; Ghrelin; Internal medicine; Leptin; Endocrinology; Peptide YY; Appetite; Thermogenesis; Medicine; Obesity; Basal metabolic rate; Emotional eating; Hormone; Eating behavior; Neuropeptide Y receptor","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":[0.003028844,0.0001644525,0.0005952268,0.00008449243,0.00006472932,0.00001597838,0.000190491,0.00009698765,0.00001595228],"category_scores_gemma":[0.000548353,0.00009668843,0.000267835,0.0002441917,0.0002905439,0.00007263295,0.00007000333,0.0007673877,0.000005173697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001756722,"about_ca_system_score_gemma":0.00004603572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001848267,"about_ca_topic_score_gemma":0.000001661174,"domain_scores_codex":[0.9949109,0.00271546,0.001653529,0.0002291369,0.0002987043,0.0001922462],"domain_scores_gemma":[0.9980263,0.0005729859,0.0007146991,0.0001580487,0.0002681597,0.0002598303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01986466,0.004483959,0.5860032,0.0002107482,0.001301611,0.002723619,0.002196381,0.000004587406,0.02738064,0.00003399248,0.0004678424,0.3553287],"study_design_scores_gemma":[0.01114553,0.004288905,0.9793981,0.001088811,0.000304282,0.000145675,0.002417515,0.0001307556,0.0004874062,0.00005004377,0.0004329715,0.0001100556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885135,0.00805078,0.00009856165,0.002241021,0.0002116453,0.0004340162,0.00000750315,0.00001062418,0.000432361],"genre_scores_gemma":[0.9889805,0.009828693,0.0007591989,0.00008882813,0.0002839892,0.000001570134,0.000004291997,0.00002936736,0.00002356131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3933948,"threshold_uncertainty_score":0.394284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02358024360796451,"score_gpt":0.3385610998500613,"score_spread":0.3149808562420968,"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."}}