{"id":"W2001408840","doi":"10.1210/jc.2003-031606","title":"Comparison of a Low-Fat Diet to a Low-Carbohydrate Diet on Weight Loss, Body Composition, and Risk Factors for Diabetes and Cardiovascular Disease in Free-Living, Overweight Men and Women","year":2004,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Diet and metabolism studies","field":"Medicine","cited_by":236,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Obesity Canada; U.S. Department of Agriculture","keywords":"Overweight; Weight loss; Body mass index; Medicine; Internal medicine; Blood pressure; Endocrinology; Obesity; Diabetes mellitus; Carbohydrate","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001416877,0.0003099296,0.00226588,0.0002428287,0.0001241128,0.00001587078,0.0002029582,0.000109517,0.000006246709],"category_scores_gemma":[0.001712253,0.000192856,0.0003560196,0.0001592704,0.0007083114,0.0001260922,0.0002332226,0.0005982465,6.760354e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002167314,"about_ca_system_score_gemma":0.00006930635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005146234,"about_ca_topic_score_gemma":0.00000687932,"domain_scores_codex":[0.9970239,0.0004729788,0.001289731,0.0003188494,0.0003653315,0.0005291512],"domain_scores_gemma":[0.9968718,0.001499261,0.000524391,0.0004318767,0.0002018177,0.00047083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01244604,0.002229586,0.9629333,0.000379157,0.006164579,0.00007186763,0.00897507,0.0003180017,0.001064475,0.001327252,0.0008666233,0.003224058],"study_design_scores_gemma":[0.008481819,0.001963245,0.9776001,0.0004067712,0.00275361,0.000005408811,0.0005627655,0.00004701374,0.0007127185,0.002883838,0.00438128,0.0002014416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962104,0.03480714,0.00004268871,0.001890781,0.000501622,0.0005376036,0.00006559379,0.00001069203,0.0000399465],"genre_scores_gemma":[0.9604747,0.03839817,0.0002275851,0.0003125939,0.0005189852,0.00002417855,0.000002209042,0.00002591901,0.00001567432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0146668,"threshold_uncertainty_score":0.7864438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02267405015207962,"score_gpt":0.3259156957564156,"score_spread":0.303241645604336,"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."}}