{"id":"W1548056007","doi":"10.24095/hpcdp.30.3.04","title":"Child Health Ecological Surveillance System (CHESS) for childhood obesity: a feasibility study","year":2010,"lang":"en","type":"article","venue":"Chronic diseases and injuries in Canada","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Capital District Health Authority; Alberta Health; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Childhood obesity; Environmental health; Legislation; Business; Obesity; Geography; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.006993549,0.0004341963,0.0002241563,0.001263225,0.002898615,0.0007854399,0.001024915,0.0004602074,0.002506122],"category_scores_gemma":[0.006998766,0.0003505549,0.0002829671,0.001340297,0.0009272961,0.0006587542,0.001247966,0.0005281214,0.0003617071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009821125,"about_ca_system_score_gemma":0.04936072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7944903,"about_ca_topic_score_gemma":0.8858564,"domain_scores_codex":[0.9967675,0.001124404,0.00017134,0.0001936067,0.0009933729,0.0007497091],"domain_scores_gemma":[0.9930757,0.0009145583,0.0007472274,0.000349746,0.002919381,0.001993326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008832268,0.004042413,0.9082976,0.0004657773,0.00003757354,0.001049911,0.01114887,0.0007144507,0.002754222,0.0006532501,0.002747317,0.06720531],"study_design_scores_gemma":[0.0003919373,0.003780076,0.9652607,0.0001405716,0.00004205674,0.0002163326,0.02164043,0.001729167,0.0005634851,0.00009840742,0.006103728,0.00003304038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843959,0.0001079191,0.001241642,0.0005203057,0.00001253896,0.008604627,0.001285549,0.00004026167,0.003791184],"genre_scores_gemma":[0.9769007,0.000303564,0.01297859,0.0003771555,0.00002077659,0.006269072,0.001532184,0.000006501533,0.001611629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2055097,"threshold_uncertainty_score":0.41344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00918275227941829,"score_gpt":0.2692487587589005,"score_spread":0.2600660064794822,"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."}}