{"id":"W2025017053","doi":"10.1038/oby.2012.127","title":"Effect of Diet Composition and Weight Loss on Resting Energy Expenditure in the POUNDS LOST Study","year":2012,"lang":"en","type":"article","venue":"Obesity","topic":"Diet and metabolism studies","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Louisiana State University","keywords":"Weight loss; Resting energy expenditure; Medicine; Overweight; Thermogenesis; Obesity; Animal science; Basal metabolic rate; Composition (language); Carbohydrate; Energy expenditure; Internal medicine; Randomized controlled trial; Endocrinology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00147957,0.0006751845,0.001587383,0.0003025921,0.0003496877,0.0008963579,0.0004496833,0.001187129,0.001872686],"category_scores_gemma":[0.002160245,0.0005491588,0.001614768,0.0003299966,0.0003923345,0.0005213751,0.0005020978,0.001496774,0.000256374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003247038,"about_ca_system_score_gemma":0.000372234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00138034,"about_ca_topic_score_gemma":0.001445814,"domain_scores_codex":[0.9994931,0.0002643809,0.0000493536,0.00006643153,0.00005771892,0.00006907075],"domain_scores_gemma":[0.9991738,0.0001998097,0.0002222337,0.00008389959,0.00005068435,0.0002694185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9029821,0.01034639,0.0475779,0.0009044553,0.005756889,0.0001508638,0.00008291414,0.0004088613,0.00232761,0.0001202567,0.00077849,0.02856331],"study_design_scores_gemma":[0.4180789,0.2102432,0.357358,0.0003146223,0.008230289,0.0002289898,0.000140763,0.001636688,0.0009459342,0.0005095919,0.002247092,0.0000659772],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938197,0.003962904,0.0001696864,0.0003011743,0.0001762608,0.0002633381,0.0003739446,0.00002228735,0.0009106785],"genre_scores_gemma":[0.9962714,0.001183717,0.0002632526,0.0005543702,0.0001263837,0.0003035387,0.0004701389,0.000005553676,0.0008216784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001872686,"threshold_uncertainty_score":0.007824779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160239349133241,"score_gpt":0.2815427320789076,"score_spread":0.2699403385875752,"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."}}