{"id":"W4392953427","doi":"10.21486/recreation.2023.13.4.1","title":"Body composition and measurement options","year":2023,"lang":"en","type":"article","venue":"Recreation","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Future Earth","funders":"","keywords":"Medicine; Body mass index; Obesity; Population; Sarcopenia; Physical therapy; Health care; Intensive care medicine; Internal medicine; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004373442,0.00006835213,0.00009777468,0.0001760221,0.0000968048,0.00002050533,0.00001828425,0.00004704234,0.00003448536],"category_scores_gemma":[0.00003099196,0.00006722924,0.00002799172,0.0002435663,0.00002248737,0.00008243427,0.0000125515,0.00006307541,0.00008098852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001348157,"about_ca_system_score_gemma":0.00002575068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009286955,"about_ca_topic_score_gemma":0.00000133943,"domain_scores_codex":[0.9992157,0.00004103318,0.0001326218,0.0001403511,0.0003728893,0.00009745893],"domain_scores_gemma":[0.999562,0.00001197025,0.0000346255,0.0001255689,0.0002001884,0.00006565049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004754302,0.00007123059,0.003541535,0.00004766659,0.00002979621,0.000004793326,0.00006286156,0.000003711316,0.9819211,0.002956554,0.005531135,0.00578206],"study_design_scores_gemma":[0.001721091,0.0005087882,0.6786849,0.0007438068,0.0002793813,0.0001117625,0.00008337859,0.005111823,0.3008974,0.001909579,0.009663776,0.000284361],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501992,0.0003796714,0.02245803,0.007459956,0.0001549359,0.001489134,0.000007341794,0.002382546,0.01546912],"genre_scores_gemma":[0.9955363,0.0002772641,0.003606759,0.0001135221,0.00007658458,0.0000644204,0.000152207,0.00001187858,0.0001610541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6810237,"threshold_uncertainty_score":0.2741529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06632567055998019,"score_gpt":0.3142350202288637,"score_spread":0.2479093496688836,"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."}}