{"id":"W2014389522","doi":"10.1530/eje-14-0660","title":"A critical evaluation of bioimpedance spectroscopy analysis in estimating body composition during GH treatment: comparison with bromide dilution and dual X-ray absorptiometry","year":2014,"lang":"en","type":"article","venue":"European Journal of Endocrinology","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Novo Nordisk; World Anti-Doping Agency","keywords":"Internal medicine; Composition (language); Endocrinology; Chemistry; Dilution; Bromide; Medicine; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01218336,0.0007457148,0.0009391386,0.0006612763,0.0003187933,0.0007394284,0.000621077,0.0008930434,0.0006561399],"category_scores_gemma":[0.01873858,0.0003125211,0.000464061,0.0004481923,0.0008871357,0.0005286771,0.0003569463,0.000532763,0.0001860249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004856935,"about_ca_system_score_gemma":0.0005164204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007147742,"about_ca_topic_score_gemma":0.001143755,"domain_scores_codex":[0.9921715,0.004869543,0.000461636,0.0006134273,0.001791962,0.00009185593],"domain_scores_gemma":[0.9844616,0.009709385,0.002102781,0.0006700539,0.002562118,0.0004940674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.3051955,0.002074539,0.1609082,0.003181934,0.001866864,0.0002992589,0.001822875,0.002020783,0.1946312,0.0004257442,0.0009271054,0.326646],"study_design_scores_gemma":[0.008817711,0.179875,0.6580099,0.0003837749,0.00286172,0.001924997,0.001197589,0.01938931,0.1204571,0.0004065253,0.006476594,0.0001998559],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977864,0.008388848,0.01139894,0.0003407561,0.0002588072,0.0003575569,0.0001715486,0.00006190751,0.001157793],"genre_scores_gemma":[0.9786302,0.001423782,0.0186481,0.0002066915,0.0001554609,0.000309737,0.0001382678,0.00002585094,0.0004618008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01218336,"threshold_uncertainty_score":0.0644325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03516437446854036,"score_gpt":0.3428542339981975,"score_spread":0.3076898595296572,"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."}}