{"id":"W2897840645","doi":"10.1016/j.cmet.2018.09.024","title":"Neurocognitive and Hormonal Correlates of Voluntary Weight Loss in Humans","year":2018,"lang":"en","type":"article","venue":"Cell Metabolism","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University; Montreal Neurological Institute and Hospital","funders":"Canadian Institutes of Health Research","keywords":"Weight loss; Leptin; Hormone; Ghrelin; Functional magnetic resonance imaging; Internal medicine; Calorie restriction; Neurocognitive; Endocrinology; Overweight; Obesity; Medicine; Psychology; Cognition; Neuroscience","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":[],"consensus_categories":[],"category_scores_codex":[0.0001007777,0.0001195702,0.0002123445,0.0001131612,0.00004382762,0.000005814941,0.00009954545,0.00009174812,0.0008462884],"category_scores_gemma":[0.000009408514,0.0001089938,0.00004014882,0.0001424889,0.0002951091,0.0000481228,0.00004284894,0.0001644922,0.00008866484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002706595,"about_ca_system_score_gemma":0.00001052929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002886518,"about_ca_topic_score_gemma":0.00006188081,"domain_scores_codex":[0.999169,0.00007437015,0.0002136861,0.0002502817,0.00008512908,0.0002075568],"domain_scores_gemma":[0.9996099,0.00005719237,0.00008367591,0.0001477007,0.00005663325,0.00004492256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008259541,0.0004741859,0.9781791,0.00001181596,0.00001858423,0.00003148408,0.008017623,1.368333e-7,0.003814002,0.001496016,0.001221692,0.006652796],"study_design_scores_gemma":[0.0009437672,0.0001397239,0.9933484,0.00001089497,0.00006359436,0.000003771092,0.0004466145,0.000005785875,0.0009161292,0.00085876,0.003135517,0.0001270212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807081,0.002804575,0.00001537569,0.00002709575,0.0006153219,0.0001298134,0.00001491444,0.000015292,0.01566947],"genre_scores_gemma":[0.9983963,0.00008643919,0.0001003446,0.0001188256,0.0001350243,0.00001352455,0.000007945611,0.00001748647,0.001124131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01768814,"threshold_uncertainty_score":0.9266264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197069288756924,"score_gpt":0.269079725613651,"score_spread":0.2571090327260818,"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."}}