{"id":"W17812923","doi":"10.1126/science.199.4325.123-d","title":"Peer Reviewed: A Framework for Addressing the Global Obesity Epidemic Locally: The Child Health Ecological Surveillance System (CHESS)","year":2008,"lang":"en","type":"article","venue":"Preventing Chronic Disease","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Childhood obesity; Action (physics); Ecological psychology; Obesity; Environmental health; Global health; Public health; Ecological systems theory; Ecology; Nursing; Overweight; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006384993,0.0003220549,0.0006443767,0.0000310474,0.00242437,0.0001573752,0.0008682613,0.0001310372,0.00005305827],"category_scores_gemma":[0.007110507,0.000188461,0.0003824794,0.0004876239,0.0002788987,0.0002801505,0.0004749689,0.0004296933,0.0001091699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000572651,"about_ca_system_score_gemma":0.0005682545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001737471,"about_ca_topic_score_gemma":0.0003715129,"domain_scores_codex":[0.9963772,0.0004351945,0.0009248168,0.0005618899,0.0003967769,0.001304121],"domain_scores_gemma":[0.9971579,0.0007829916,0.0009340688,0.0007116702,0.0002762996,0.0001370824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008960744,0.0002896959,0.1412576,0.006513894,0.000123512,0.0000155592,0.00004891384,0.003283788,6.125754e-8,0.3442937,0.4961112,0.007972347],"study_design_scores_gemma":[0.0004464481,0.00001973879,0.2291465,0.000940945,0.00007042663,0.00001722524,0.0001137719,0.03011588,1.88297e-8,0.008444091,0.7304119,0.000273083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09570722,0.0561045,0.03073356,0.7977374,0.00360158,0.007021276,0.0001559739,0.001025441,0.007913087],"genre_scores_gemma":[0.9472894,0.0003581492,0.0002803559,0.04751277,0.004118538,0.0002572952,0.00006221105,0.00002830496,0.00009295577],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8515822,"threshold_uncertainty_score":0.9988744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07844335954980203,"score_gpt":0.3562280289373205,"score_spread":0.2777846693875185,"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."}}