{"id":"W2044058801","doi":"10.1177/0148607107031002135","title":"Estimation of Body Fat Mass Using Dual‐Energy X‐Ray Absorptiometry, Bioelectric Impedance Analysis, and Anthropometry in HIV‐Positive Male Subjects Receiving Highly Active Antiretroviral Therapy","year":2007,"lang":"en","type":"article","venue":"Journal of Parenteral and Enteral Nutrition","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Foundation for AIDS Research","keywords":"Bioelectrical impedance analysis; Anthropometry; Medicine; Dual-energy X-ray absorptiometry; Waist; Population; Body mass index; Nuclear medicine; Body fat percentage; Waist–hip ratio; Internal medicine; Bone mineral; Osteoporosis","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":[0.0008259164,0.0003931305,0.0003987227,0.0006252835,0.0001775173,0.000454656,0.000223182,0.0004607967,0.00058648],"category_scores_gemma":[0.003589227,0.0002403267,0.0001941991,0.000374849,0.0003067413,0.0002795034,0.0002999256,0.0003395552,0.0002141794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001241722,"about_ca_system_score_gemma":0.0001203821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107457,"about_ca_topic_score_gemma":0.000728515,"domain_scores_codex":[0.9993893,0.0002820653,0.00005447791,0.00009018109,0.0001470577,0.00003696798],"domain_scores_gemma":[0.9986859,0.0006205459,0.0004055674,0.00006454841,0.0001317005,0.00009174476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006051966,0.0001414887,0.9896087,0.00002412991,0.00006851458,0.00007184144,0.0001775734,0.00009733243,0.002093354,0.000007168071,0.00004455074,0.007060061],"study_design_scores_gemma":[0.00003195801,0.0008987425,0.9968123,0.000007212335,0.0000382584,0.0004328643,0.0001506698,0.0007107618,0.0008212728,0.00001490535,0.00007660242,0.00000446193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991705,0.0002703473,0.0003473652,0.000017384,0.000003832846,0.000009498315,0.00004471823,0.000005830819,0.0001304876],"genre_scores_gemma":[0.9990718,0.00009840244,0.0006232547,0.00002416947,0.00001340339,0.00001934599,0.00005914846,0.000001543921,0.00008869773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00107457,"threshold_uncertainty_score":0.004367888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01634882236532582,"score_gpt":0.3003181179784948,"score_spread":0.283969295613169,"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."}}