{"id":"W1969851592","doi":"10.1038/oby.2007.178","title":"Exercise Effect on Weight and Body Fat in Men and Women","year":2007,"lang":"en","type":"article","venue":"Obesity","topic":"Physical Activity and Health","field":"Medicine","cited_by":221,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Washington; National Institute on Aging; National Cancer Institute; National Institutes of Health; National Center for Research Resources; Health Services Research and Development; U.S. Department of Veterans Affairs","keywords":"Medicine; Pedometer; Waist; Internal medicine; Aerobic exercise; Body mass index; Randomized controlled trial; Obesity; Weight loss; Endocrinology; Physical therapy; Physical activity","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003067776,0.00006400689,0.0002261355,0.00004165934,0.00003913451,0.000004129297,0.00001472668,0.00004580388,0.00001394237],"category_scores_gemma":[0.00002075599,0.00004922909,0.0000101525,0.00005956958,0.00003128415,0.00004245563,0.00002112791,0.0001519015,0.00001277126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006820806,"about_ca_system_score_gemma":0.000007986629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009945081,"about_ca_topic_score_gemma":0.00002179022,"domain_scores_codex":[0.9995093,0.0000208577,0.00006061321,0.0001365808,0.000084991,0.0001876702],"domain_scores_gemma":[0.9996217,0.0001161651,0.00001411714,0.00008222779,0.000004995718,0.0001607595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002730299,0.001794051,0.8802579,0.0007578602,0.00001924861,0.0001629901,0.002536565,6.835822e-8,0.01845071,0.0008463914,0.0005761841,0.09186772],"study_design_scores_gemma":[0.001313318,0.0009807161,0.9839388,0.0001221212,0.000009538967,0.000002957662,0.00002768581,0.00002089754,0.01241005,0.0006180505,0.0005009146,0.00005498954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915596,0.00007034946,0.000004380301,0.0001849636,0.00001506568,0.0002049337,0.000001014373,0.00001477184,0.007944981],"genre_scores_gemma":[0.9994354,0.000101183,0.00001512287,0.0001495443,0.00006474678,0.000004114497,0.000001197074,0.000004051037,0.0002246031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1036808,"threshold_uncertainty_score":0.2007504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008965054325898473,"score_gpt":0.279814345733077,"score_spread":0.2708492914071786,"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."}}