{"id":"W2326103364","doi":"10.1249/01.mss.0000402444.01128.36","title":"Validity of Body Fat Determination in Elite Female Athletes: Developing a New DXA Based Equation","year":2011,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Anthropometry; Mathematics; Athletes; Medicine; Skinfold thickness; Linear regression; Regression analysis; Dual-energy X-ray absorptiometry; Statistics; Physical therapy; Internal medicine; Bone mineral","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005788193,0.000476087,0.0007183915,0.001281702,0.000342216,0.0009713572,0.0006290957,0.0004185759,0.0008559945],"category_scores_gemma":[0.01329792,0.0002820838,0.0006370209,0.0005583389,0.0002652786,0.0008756308,0.001097728,0.001003847,0.000398173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005381425,"about_ca_system_score_gemma":0.001091537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004819239,"about_ca_topic_score_gemma":0.007180158,"domain_scores_codex":[0.9980488,0.0004759426,0.0003707224,0.0003327641,0.0007271702,0.00004456506],"domain_scores_gemma":[0.9960991,0.001863315,0.0005398424,0.0001898549,0.001225137,0.00008279146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001261264,0.0002036362,0.857521,0.0001027024,0.0002010668,0.0001097832,0.000472655,0.002174321,0.001915617,0.0008173513,0.001191675,0.1351641],"study_design_scores_gemma":[0.0001774405,0.0006886836,0.8473723,0.0002719961,0.0005571718,0.001301144,0.0004813078,0.1372554,0.003621953,0.001128116,0.007082301,0.00006214115],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8718687,0.001770734,0.1185826,0.001030109,0.0002241399,0.0008136844,0.0010957,0.000283488,0.004330863],"genre_scores_gemma":[0.786498,0.001434343,0.2072939,0.0001841118,0.0001060814,0.0008839649,0.001428559,0.00004616823,0.002124809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005788193,"threshold_uncertainty_score":0.03061128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1015996266949856,"score_gpt":0.3301102052410716,"score_spread":0.228510578546086,"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."}}