{"id":"W2119188599","doi":"","title":"A framework for addressing the global obesity epidemic locally: the Child Health Ecological Surveillance System (CHESS).","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Childhood obesity; Action (physics); Ecological psychology; Obesity; Environmental health; Global health; Public health; Ecological systems theory; Ecology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.06796997,0.0008794282,0.0006966737,0.005688771,0.009558767,0.01189802,0.00543419,0.005653217,0.003119888],"category_scores_gemma":[0.04310067,0.0008599566,0.001246101,0.003251971,0.01445024,0.007783702,0.01208869,0.006490557,0.0005981703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03691521,"about_ca_system_score_gemma":0.2004406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6117261,"about_ca_topic_score_gemma":0.7029293,"domain_scores_codex":[0.9618661,0.02660971,0.002089867,0.0020504,0.005034358,0.002349543],"domain_scores_gemma":[0.9683487,0.00791864,0.001735296,0.001821593,0.01096241,0.009213354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004748159,0.0001022544,0.01161057,0.000511704,0.00008441043,0.0005628666,0.01838914,0.004036792,0.0004811641,0.7645838,0.1291985,0.07039145],"study_design_scores_gemma":[0.0001711479,0.0002042859,0.02317055,0.003250426,0.0001461171,0.0004644138,0.04077912,0.008102909,0.0005083644,0.1967512,0.7261344,0.0003172008],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009881192,0.00859173,0.1547134,0.7330876,0.002306074,0.00304748,0.001710421,0.000883065,0.08577896],"genre_scores_gemma":[0.2490681,0.005029854,0.6750498,0.04902814,0.0006102257,0.003379407,0.001645126,0.0001996089,0.01598975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6117261,"threshold_uncertainty_score":0.781121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08185525847999862,"score_gpt":0.311338103729729,"score_spread":0.2294828452497304,"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."}}