{"id":"W7115817760","doi":"","title":"Energy Expenditure in Children with Obesity","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioelectrical impedance analysis; Obesity; Psychological intervention; Resting energy expenditure; Energy expenditure; Body mass index; Basal metabolic rate; Weight management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002227255,0.0003428978,0.0007792261,0.002101608,0.0003560352,0.0009242645,0.0004292563,0.0004946902,0.002402486],"category_scores_gemma":[0.008047103,0.0002411677,0.001048473,0.003509887,0.0003338525,0.0006271107,0.0006550396,0.0008484987,0.0001928252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001425041,"about_ca_system_score_gemma":0.003888706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03650506,"about_ca_topic_score_gemma":0.05727789,"domain_scores_codex":[0.9988151,0.0004143422,0.0002621395,0.0001298401,0.0002983335,0.00008022887],"domain_scores_gemma":[0.997626,0.001239555,0.0006563741,0.00004768145,0.0003702803,0.00006012991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005704149,0.0001271259,0.2881029,0.1570466,0.003724052,0.0008244951,0.00333755,0.0004940985,0.0005963852,0.003773074,0.02552196,0.5158814],"study_design_scores_gemma":[0.0001719637,0.0003737371,0.6702106,0.1731236,0.005040315,0.00418211,0.003452948,0.000218245,0.0005701805,0.001437367,0.1411594,0.00005955157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.05454443,0.9309396,0.0003854394,0.002898129,0.0003225245,0.0001909604,0.003177876,0.00001417102,0.007526919],"genre_scores_gemma":[0.2112469,0.7823695,0.00179511,0.001156216,0.0001771694,0.0004265835,0.002134565,0.000008916513,0.0006849756],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03650506,"threshold_uncertainty_score":0.07258511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009026657209799846,"score_gpt":0.2101600914784522,"score_spread":0.2011334342686524,"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."}}