{"id":"W4284688025","doi":"10.1038/s41598-022-15504-z","title":"Meeting 24-h movement guidelines and markers of adiposity in adults from eight Latin America countries: the ELANS study","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Physical Activity and Health","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Universidad San Francisco de Quito; Pontificia Universidad Católica de Chile; Pontificia Universidad Javeriana; Universidad de Costa Rica","keywords":"Waist; Medicine; Overweight; Body mass index; Obesity; Demography; Circumference; Physical activity; Gerontology; Physical therapy; Internal medicine","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":[0.001773051,0.0005086256,0.0005199946,0.0008373054,0.0004955319,0.001055008,0.0004146925,0.000452065,0.0008436249],"category_scores_gemma":[0.002601753,0.0003381767,0.0005186091,0.001681336,0.00036002,0.0006227354,0.0008306088,0.0005488362,0.0001541598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004747749,"about_ca_system_score_gemma":0.0005276222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03064298,"about_ca_topic_score_gemma":0.03908319,"domain_scores_codex":[0.9992866,0.0003368288,0.0000996631,0.0001117681,0.00006662124,0.00009852492],"domain_scores_gemma":[0.998485,0.0002685676,0.0007116837,0.0001303035,0.0002227703,0.0001816867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008074748,0.00003669344,0.9980994,0.00001761051,0.00006323597,0.00003842152,0.0004252516,0.00001503583,0.00005059949,0.00001948932,0.00007092684,0.001082721],"study_design_scores_gemma":[0.00002185802,0.00005917716,0.99722,0.00004297055,0.00006669087,0.0000645111,0.001917066,0.00007303627,0.00002534117,0.00002414336,0.0004801418,0.000005038243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983256,0.000463228,0.00007500215,0.0001055212,0.000007868517,0.00001762527,0.0003470064,0.000002473522,0.0006556707],"genre_scores_gemma":[0.9985332,0.0003103942,0.0001601292,0.000102786,0.000008736059,0.00003581514,0.0006092424,0.00000299596,0.0002367815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03064298,"threshold_uncertainty_score":0.06092924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03182955020126121,"score_gpt":0.3013667319414611,"score_spread":0.2695371817401999,"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."}}