{"id":"W4402985839","doi":"10.1001/jamapediatrics.2024.3330","title":"Pooled Analysis of Physical Activity, Sedentary Behavior, and Sleep Among Children From 33 Countries","year":2024,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Children's Hospital of Eastern Ontario; University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Universiti Kebangsaan Malaysia; Tarbiat Modares University; Chinese University of Hong Kong; Universitas Pendidikan Indonesia; Universidade de São Paulo; University of Stirling; University of Ottawa; Deakin University; University of Otago; University of Colombo; Itä-Suomen Yliopisto","keywords":"Medicine; Physical activity; Demography; Screen time; Sedentary behavior; Proxy (statistics); Gerontology; Physical therapy","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":[0.0001214917,0.0002625413,0.0007748157,0.0004662995,0.00005951021,0.0001086557,0.0001285184,0.0001680336,0.00007161588],"category_scores_gemma":[0.00007179354,0.0002342802,0.0003782673,0.001360504,0.0001849798,0.0004096695,0.0002322818,0.0004951416,0.00002331155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008792533,"about_ca_system_score_gemma":0.00006325703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001797833,"about_ca_topic_score_gemma":0.0001130242,"domain_scores_codex":[0.9982415,0.00006241414,0.0002131121,0.000522831,0.0006892901,0.0002708559],"domain_scores_gemma":[0.9986226,0.0005815781,0.0001094135,0.0003763408,0.0001013876,0.0002086612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004846994,0.003078154,0.989489,0.0001218314,0.001623884,0.00006948515,0.000290337,0.00001318078,0.0003771058,0.0001217401,0.0004369955,0.004329819],"study_design_scores_gemma":[0.0005759585,0.0001907996,0.9631639,0.00001903497,0.0290242,0.000002547152,0.00002495572,0.005198561,0.001387911,0.0001703333,0.00003461444,0.0002072328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997304,0.00062092,0.00003174566,0.0002721917,0.000140002,0.0004039778,0.000921928,0.0001319947,0.0001732418],"genre_scores_gemma":[0.9979513,0.0001727664,0.00005375122,0.00006491975,0.001374827,0.00002117284,0.0002622519,0.00003764765,0.0000614215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02740031,"threshold_uncertainty_score":0.955367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007208181529827769,"score_gpt":0.2619530236544315,"score_spread":0.2547448421246037,"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."}}