{"id":"W2023139110","doi":"10.1186/1471-2458-14-436","title":"Correlates of objectively measured overweight/obesity and physical activity in Kenyan school children: results from ISCOLE-Kenya","year":2014,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Overweight; Medicine; Underweight; Biostatistics; Obesity; Anthropometry; Screen time; Public health; Childhood obesity; Kenya; Environmental health; Physical activity; Sedentary lifestyle; Gerontology; Demography; Physical therapy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001413402,0.0003410682,0.001158869,0.0002235464,0.0001270403,0.00004577381,0.0001949829,0.0001906405,0.00001330641],"category_scores_gemma":[0.002316971,0.0003042808,0.0001537167,0.0004764227,0.0002226507,0.0004808194,0.0002040073,0.0008321505,0.00003029091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00038994,"about_ca_system_score_gemma":0.001010418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006814655,"about_ca_topic_score_gemma":0.001450899,"domain_scores_codex":[0.9964567,0.0008306801,0.0004772245,0.0008360354,0.0007136218,0.0006857058],"domain_scores_gemma":[0.9970443,0.0008044834,0.0004267053,0.0006911554,0.0001773904,0.0008559255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003330061,0.01169878,0.9806796,0.0001593293,0.00006394901,0.00000145881,0.0005618394,0.000002621607,0.0004610684,0.0006550598,0.0001957899,0.005187534],"study_design_scores_gemma":[0.004420737,0.0007493446,0.9890153,0.00019079,0.00002857124,0.000004609051,0.00005115014,0.002855764,0.0008985056,0.001476179,0.00007064724,0.0002383707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956177,0.00005383819,0.0001955949,0.001555718,0.0001063794,0.0009287059,0.0001938027,0.0001061128,0.001242139],"genre_scores_gemma":[0.9987438,0.00002065806,0.000389686,0.0002118728,0.0004464385,0.00001744973,0.00007116452,0.00003769527,0.00006126647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01094943,"threshold_uncertainty_score":0.9999409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02596026095111621,"score_gpt":0.2857589840339391,"score_spread":0.2597987230828229,"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."}}