{"id":"W2102867242","doi":"10.1123/jpah.2014-0185","title":"Results from South Africa’s 2014 Report Card on Physical Activity for Children and Youth","year":2014,"lang":"en","type":"article","venue":"Journal of Physical Activity and Health","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; University of Cape Town; Heart and Stroke Foundation of Canada","keywords":"Report card; Screen time; Overweight; Government (linguistics); Public health; Physical activity; Consumption (sociology); Psychology; Medicine; Environmental health; Political science; Obesity; Physical therapy; Sociology; Social science; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000813059,0.0003598117,0.001510074,0.0001077156,0.0002346484,0.00005440533,0.0001136886,0.0001174861,8.902e-7],"category_scores_gemma":[0.0003779995,0.0002717964,0.0003974866,0.0001037089,0.0001923619,0.0003433154,0.0001004407,0.000994041,0.000004787831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001439694,"about_ca_system_score_gemma":0.0002082145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004910675,"about_ca_topic_score_gemma":0.00001843442,"domain_scores_codex":[0.9976732,0.0002340378,0.0003400139,0.0006000987,0.0006700561,0.0004826342],"domain_scores_gemma":[0.9968948,0.0008210331,0.0009733854,0.0004067406,0.0001695948,0.000734415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03564138,0.2248877,0.07664952,0.00168642,0.003718817,0.0001747682,0.06192857,0.0001535999,0.03615623,0.008673563,0.01245522,0.5378742],"study_design_scores_gemma":[0.004931681,0.008195526,0.9747837,0.0002252293,0.0003584469,0.00004766481,0.00009299852,0.001567396,0.005579179,0.003789308,0.0001251787,0.000303739],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931576,0.00002327502,0.0003331829,0.005150488,0.0001181034,0.0005081751,0.000408897,0.0000330901,0.00026718],"genre_scores_gemma":[0.9963971,0.00001924116,0.0001296929,0.0001632387,0.003157317,0.000004287866,0.00002761996,0.00003817945,0.00006328541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8981341,"threshold_uncertainty_score":0.9999734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04464058039952619,"score_gpt":0.3277390510817292,"score_spread":0.283098470682203,"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."}}