{"id":"W3081636175","doi":"10.1038/s41574-020-00411-y","title":"Nearly a decade on — trends, risk factors and policy implications in global obesity","year":2020,"lang":"en","type":"review","venue":"Nature Reviews Endocrinology","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":280,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Obesity; Globe; Environmental health; Quality (philosophy); Economic growth; Gerontology; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008707129,0.0005907594,0.003519785,0.0003034078,0.0001126867,0.00001405307,0.0002084264,0.0006900295,0.00002797752],"category_scores_gemma":[0.0009480478,0.0003897756,0.000690467,0.001232267,0.0001156756,0.00002563205,0.000180569,0.002171911,0.00007904755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004718926,"about_ca_system_score_gemma":0.0001960045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002639852,"about_ca_topic_score_gemma":0.000125089,"domain_scores_codex":[0.9974682,0.0003242634,0.0007758642,0.0007678845,0.0001488051,0.0005149895],"domain_scores_gemma":[0.9986345,0.0002522465,0.0003995731,0.0004333043,0.00004383568,0.0002366119],"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":[0.00001388869,0.0001421089,0.004017104,0.0040116,0.0001461584,0.00005422773,0.000006844009,5.293205e-9,2.374284e-8,0.01482213,0.008019625,0.9687663],"study_design_scores_gemma":[0.0004619454,0.000223942,0.03074628,0.003340668,0.0007857269,0.0003809433,0.000003141028,5.228779e-8,5.957182e-8,0.0003615426,0.9634636,0.0002321052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000411882,0.9905593,0.000001150569,0.00360029,0.0001206037,0.001182316,0.000682966,0.00004842575,0.003763739],"genre_scores_gemma":[0.0000830471,0.9975489,0.0001785609,0.001015462,0.0005319933,0.0002253511,0.0003173476,0.00002755941,0.0000718046],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9685342,"threshold_uncertainty_score":0.9998554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04894256355102793,"score_gpt":0.4062236620673235,"score_spread":0.3572810985162956,"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."}}