{"id":"W4321189564","doi":"10.1016/j.jesf.2023.02.002","title":"Results from the United Arab Emirates 2022 report card on physical activity for children and adolescents","year":2023,"lang":"en","type":"article","venue":"Journal of Exercise Science & Fitness","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Recreation; Physical activity; Bachelor; Government (linguistics); Report card; Medicine; Population; Medical education; Geography; Psychology; Physical therapy; Family medicine; Environmental health; Political science; Pedagogy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004574492,0.0009220976,0.0006528258,0.003821523,0.0005140795,0.0008056313,0.0008721955,0.0005603026,0.01144637],"category_scores_gemma":[0.009596881,0.0005201354,0.0009040991,0.003824736,0.0001408194,0.0005544939,0.001038356,0.0006847901,0.005162319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001368893,"about_ca_system_score_gemma":0.003249517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06366553,"about_ca_topic_score_gemma":0.08017655,"domain_scores_codex":[0.9962872,0.0006783337,0.0009521341,0.000200568,0.001583948,0.0002977327],"domain_scores_gemma":[0.990085,0.0009221514,0.001472467,0.0002435171,0.006795694,0.0004811152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003880373,0.0004095548,0.3724769,0.002871676,0.0002037035,0.0001668068,0.0007169942,0.0003637688,0.0004504458,0.0007079665,0.5392981,0.08194603],"study_design_scores_gemma":[0.00007545501,0.00008775761,0.8621969,0.0009293042,0.0000418971,0.00008061813,0.0007360629,0.0001123516,0.000234052,0.0000741541,0.1354037,0.00002777275],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.05600459,0.003029302,0.000929402,0.002097169,0.0007512869,0.003139424,0.8803751,0.0004135005,0.05326023],"genre_scores_gemma":[0.1283831,0.007505767,0.01281726,0.00214354,0.0003520152,0.02178069,0.7916535,0.0001592061,0.03520494],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06366553,"threshold_uncertainty_score":0.12659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02643336053052768,"score_gpt":0.3157407726985222,"score_spread":0.2893074121679945,"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."}}