{"id":"W2028358773","doi":"10.1038/nutd.2013.10","title":"Measures of body fat in South Asian adults","year":2013,"lang":"en","type":"article","venue":"Nutrition and Diabetes","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; McMaster University Medical Centre","funders":"","keywords":"Medicine; Bioelectrical impedance analysis; Waist; Anthropometry; Body mass index; Body fat percentage; Circumference; Obesity; Demography; Animal science; Internal medicine; Mathematics; Biology","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":[0.000503607,0.0003287384,0.0002519505,0.0006611465,0.0003121491,0.000351491,0.0002214126,0.0002435524,0.001732456],"category_scores_gemma":[0.0009231388,0.0001564513,0.0002406312,0.0009031365,0.0001980225,0.0002125271,0.0003828215,0.0003350865,0.0003247336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001702366,"about_ca_system_score_gemma":0.0001982579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003713458,"about_ca_topic_score_gemma":0.005432323,"domain_scores_codex":[0.999785,0.00004579745,0.00004161234,0.00004078285,0.00006621099,0.00002056382],"domain_scores_gemma":[0.9995492,0.00004568263,0.0002324303,0.0000224514,0.00007743904,0.00007273157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008692188,0.00003498784,0.9955396,0.00005230417,0.00004836972,0.00008019121,0.0002933586,0.0000178409,0.0004748221,0.00001183563,0.00009435866,0.00326543],"study_design_scores_gemma":[0.000005090788,0.00009381335,0.9989801,0.00001231207,0.00002447583,0.0002156963,0.000318919,0.00003728137,0.00007313707,0.00001588515,0.0002212281,0.000002076811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997178,0.0007934485,0.000122119,0.00008281271,0.00001414161,0.00002928118,0.0004882154,0.000006966971,0.0012851],"genre_scores_gemma":[0.9982742,0.0004634202,0.0003355739,0.00007834975,0.00001365672,0.00004231314,0.0003876591,0.000001893688,0.0004029047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003713458,"threshold_uncertainty_score":0.007383704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017579305785474,"score_gpt":0.2426196232875072,"score_spread":0.2224438302296525,"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."}}