{"id":"W3197239575","doi":"10.1089/met.2021.0024","title":"Exploring the Association of a Total Physical Activity Energy Expenditure and Diabetes Mellitus in Adults: A Cross-Sectional Analysis of the Canadian Health Measures Survey","year":2021,"lang":"en","type":"article","venue":"Metabolic Syndrome and Related Disorders","topic":"Physical Activity and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton; Université de Sherbrooke; University of New Brunswick","funders":"","keywords":"Medicine; Cross-sectional study; Metabolic equivalent; Waist; Glycated hemoglobin; Diabetes mellitus; Demography; Total energy expenditure; Energy expenditure; Gerontology; Body mass index; Physical activity; Sedentary lifestyle; Physical therapy; Internal medicine; Endocrinology; Type 2 diabetes","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002138792,0.000473318,0.0006889426,0.001716535,0.001436654,0.001054544,0.001510061,0.0005843524,0.001562791],"category_scores_gemma":[0.003350016,0.0005052658,0.001185365,0.005436502,0.0003773133,0.0003648536,0.0008107589,0.0008527227,0.0002001098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007777161,"about_ca_system_score_gemma":0.01108418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9796788,"about_ca_topic_score_gemma":0.9759293,"domain_scores_codex":[0.9983215,0.0001897938,0.0001644753,0.000330134,0.0007458859,0.0002482269],"domain_scores_gemma":[0.9973506,0.0002141178,0.0005410967,0.0001583088,0.001279395,0.0004564627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004859481,0.00001523832,0.9982503,0.00002875448,0.0001535723,0.00001543023,0.00009566773,0.00003288729,0.00005749808,0.00002276765,0.0003229202,0.000956271],"study_design_scores_gemma":[0.000002991525,0.00001159107,0.9995762,0.000006890716,0.00003474888,0.00001126323,0.00009005785,0.00009160875,0.00000844865,0.000003123274,0.0001601995,0.0000028669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807271,0.001586914,0.0002358428,0.000250825,0.0000228664,0.00008180569,0.01540931,0.00001614073,0.001669122],"genre_scores_gemma":[0.9908848,0.0007531635,0.0004829562,0.0001119805,0.00001093032,0.00005110677,0.007191714,0.000005845242,0.0005074638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02032125,"threshold_uncertainty_score":0.05642748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03023201721307414,"score_gpt":0.276277633672992,"score_spread":0.2460456164599178,"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."}}