{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001073729,0.0001439492,0.0005462743,0.0009513165,0.00005392373,0.00001738402,0.00005627068,0.00002202627,0.00002106844],"category_scores_gemma":[0.0002284467,0.0001187733,0.00008085538,0.0004103014,0.0001588514,0.0001389364,0.00002043473,0.000215408,0.000001627473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002126744,"about_ca_system_score_gemma":0.00003705178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000958337,"about_ca_topic_score_gemma":0.000005330727,"domain_scores_codex":[0.9975027,0.0009841074,0.0006974839,0.0001867935,0.0004221426,0.0002067458],"domain_scores_gemma":[0.9987646,0.0001213475,0.0004435489,0.0001618286,0.0004291146,0.00007958329],"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":[0.0009412023,0.0005794059,0.1717212,0.00007890668,0.0004635523,0.0001485954,0.0002584583,0.002968746,0.8199742,0.0002596856,0.000007627877,0.002598359],"study_design_scores_gemma":[0.004772162,0.003663986,0.8457869,0.000373474,0.001889899,0.000800447,0.00006217614,0.03280234,0.1096749,0.00005324054,0.00000648788,0.0001140199],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499791,0.0002702443,0.04875973,0.0002775597,0.00005035999,0.0001634927,0.000001761926,0.00002465412,0.0004731353],"genre_scores_gemma":[0.949934,0.00002584741,0.04988144,0.00001738118,0.0001145244,0.000002310585,0.000008051807,0.00001502828,0.000001394652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7102994,"threshold_uncertainty_score":0.4843436,"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."}}