{"id":"W4285799823","doi":"10.1002/oby.23477","title":"A compositional analysis study of body composition and cardiometabolic risk factors","year":2022,"lang":"en","type":"article","venue":"Obesity","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Medical Research Council Canada","keywords":"Medicine; Overweight; Metabolic syndrome; Coda; Obesity; Internal medicine; Lean body mass; Intra-Abdominal Fat; Endocrinology; Linear regression; Adipose tissue; Physiology; Visceral fat; Insulin resistance; Statistics; Body weight; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003660586,0.0003104208,0.0002642454,0.001394954,0.0005902345,0.0004030162,0.0002808505,0.000207058,0.0008852527],"category_scores_gemma":[0.007577496,0.0001794209,0.000422691,0.001112553,0.0003938601,0.0003151781,0.0007583936,0.0003487716,0.0001352546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002611689,"about_ca_system_score_gemma":0.0006116952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003751651,"about_ca_topic_score_gemma":0.004360369,"domain_scores_codex":[0.9984945,0.0009782069,0.00007063713,0.0001693765,0.0002325502,0.0000547208],"domain_scores_gemma":[0.9976892,0.0007995705,0.0005291579,0.0003826981,0.0004450142,0.000154303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002951971,0.0001032417,0.9884539,0.00005946464,0.0004933735,0.00006496326,0.0003284045,0.0001864665,0.001942112,0.0003145763,0.0000914111,0.007666838],"study_design_scores_gemma":[0.000034083,0.0004932542,0.9937444,0.00003116523,0.0002397089,0.0005200969,0.0005257534,0.002315697,0.0009105349,0.000354553,0.0008215029,0.000009225577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955732,0.0003589389,0.003464303,0.00004933978,0.00001177862,0.0000302275,0.0001590587,0.000005622443,0.000347622],"genre_scores_gemma":[0.9958491,0.0001178616,0.003639553,0.0000290084,0.00001312571,0.00002643898,0.0001791287,0.000003413752,0.0001422335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003751651,"threshold_uncertainty_score":0.01935929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01300382096132312,"score_gpt":0.2648999950341253,"score_spread":0.2518961740728022,"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."}}