{"id":"W3162652819","doi":"10.4236/jbise.2021.145017","title":"Obesity, the Obesity Epidemic, and Metabolic Dysfunction: The Conundrum Presented by the Disconnect between Evolution and Modern Societies","year":2021,"lang":"en","type":"article","venue":"Journal of Biomedical Science and Engineering","topic":"Diet and metabolism studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute; University of Calgary; University of British Columbia; Alberta Health Services","funders":"University of Calgary; Alberta Health Services","keywords":"Obesity; Psychological intervention; Medicine; Bioinformatics; Environmental health; Gerontology; Biology; Psychiatry; Endocrinology","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":[0.001786498,0.00008732109,0.0002383437,0.00003958142,0.0004218788,0.00007413559,0.0001103175,0.00003665011,0.000003010466],"category_scores_gemma":[0.0007276177,0.00003573473,0.00004426762,0.0003425866,0.001010607,0.0001738928,0.0001655765,0.0002763695,1.916204e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001757921,"about_ca_system_score_gemma":0.00009715588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001528107,"about_ca_topic_score_gemma":0.000001423256,"domain_scores_codex":[0.9989728,0.00003502143,0.0002051339,0.0001154619,0.0004704081,0.0002011358],"domain_scores_gemma":[0.9992707,0.0002759155,0.0000715773,0.00009245831,0.0001392041,0.0001500875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001553684,0.0004736718,0.3620244,0.0007001141,0.002286265,0.00007239706,0.0179485,0.00008671472,0.2917188,0.00717868,0.1031118,0.2142433],"study_design_scores_gemma":[0.0007767978,0.0001096546,0.9395901,0.0001372191,0.0005375641,0.0003446489,0.003794513,0.005335421,0.0009734365,0.00105905,0.04722784,0.0001137749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9128513,0.05478976,0.003453908,0.02847258,0.00030324,0.00007906908,0.000002861657,0.000007135213,0.00004018662],"genre_scores_gemma":[0.9936945,0.005465773,0.00007713751,0.0002920822,0.0004075542,0.000001694164,4.41155e-7,0.000003372237,0.00005739314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5775657,"threshold_uncertainty_score":0.3723624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409927887419367,"score_gpt":0.2486620735101525,"score_spread":0.2345627946359589,"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."}}