{"id":"W2810766093","doi":"10.1371/journal.pone.0199790","title":"Screen-based sedentary behaviour and adiposity among school children: Results from International Study of Childhood Obesity, Lifestyle and the Environment (ISCOLE) - Kenya","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"Coca-Cola Foundation","keywords":"Screen time; Medicine; Body mass index; Obesity; Childhood obesity; Sedentary lifestyle; Recreation; Demography; Socioeconomic status; Physical activity; Sedentary behavior; Gerontology; Population; Environmental health; Physical therapy; Overweight; 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":[0.0008559524,0.0004472027,0.0004049976,0.001103279,0.0007955931,0.0005637259,0.0003532262,0.0004185143,0.002039111],"category_scores_gemma":[0.001419004,0.0004026973,0.0005376993,0.001647772,0.0002748037,0.0003413846,0.0006282155,0.0005339091,0.0004549584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005269251,"about_ca_system_score_gemma":0.0006006646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04754155,"about_ca_topic_score_gemma":0.1197572,"domain_scores_codex":[0.9995479,0.00009344911,0.00006851058,0.00007403128,0.0001177017,0.0000983947],"domain_scores_gemma":[0.999123,0.0001055415,0.0003175,0.00003772522,0.000218435,0.0001977586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007112015,0.00004804325,0.9981726,0.00003625734,0.00002308676,0.00004393272,0.0004717905,0.00001314316,0.0001887346,0.000006561322,0.0001789639,0.0007457367],"study_design_scores_gemma":[0.0000032743,0.00002809977,0.999458,0.000008846505,0.00001002606,0.00002933484,0.0003215259,0.000006379846,0.00001832496,0.000001154926,0.0001137578,0.00000119557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958615,0.000308393,0.00004167464,0.00003790715,0.000005673616,0.00007078658,0.002802736,0.000002501511,0.0008688625],"genre_scores_gemma":[0.995001,0.0004428051,0.0002392802,0.0000408138,0.000006870208,0.0001567116,0.003364419,0.00000551256,0.0007424685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04754155,"threshold_uncertainty_score":0.09452969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238271409916552,"score_gpt":0.2169413646555028,"score_spread":0.2045586505563373,"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."}}