{"id":"W1969929577","doi":"10.1038/oby.2007.334","title":"The Use of BMI and Waist Circumference as Surrogates of Body Fat Differs by Ethnicity","year":2007,"lang":"en","type":"article","venue":"Obesity","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":235,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University; Providence Health Care","funders":"","keywords":"Waist; Anthropometry; Medicine; Ethnic group; Circumference; Demography; Demographics; Body mass index; Adipose tissue; Body fat percentage; Obesity; Ethnic chinese; Classification of obesity; Fat mass; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002976709,0.0005825456,0.0004278948,0.0007079749,0.0002031535,0.0009434921,0.0004126384,0.0004520799,0.000978323],"category_scores_gemma":[0.0114159,0.0002031856,0.0004293279,0.0008229367,0.0006060667,0.0005959101,0.0005041756,0.000339322,0.0004526829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001271793,"about_ca_system_score_gemma":0.0001976871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001777807,"about_ca_topic_score_gemma":0.002858738,"domain_scores_codex":[0.998492,0.0009092165,0.0001279922,0.0001914905,0.0002198425,0.00005951734],"domain_scores_gemma":[0.9939475,0.00206502,0.002794981,0.0003643674,0.0005710351,0.0002571078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003045573,0.00001907461,0.9933341,0.00003232278,0.0001907038,0.00003394293,0.0000943875,0.0001330351,0.0006504708,0.00003095002,0.00005390001,0.005122533],"study_design_scores_gemma":[0.000009712402,0.0001690452,0.9977821,0.00003565186,0.0000959143,0.0002891002,0.0001805015,0.0007904675,0.0003633662,0.00007924768,0.0001960613,0.000008854913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957689,0.001336919,0.001171821,0.0001120577,0.000024105,0.00001537767,0.0002619236,0.0000164564,0.00129242],"genre_scores_gemma":[0.9983776,0.0003847139,0.0007857495,0.00006329438,0.00002021942,0.00001410251,0.0001841286,0.000005532881,0.0001647552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002976709,"threshold_uncertainty_score":0.01574254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.044395849135507,"score_gpt":0.2940195046410133,"score_spread":0.2496236555055063,"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."}}