{"id":"W2318803686","doi":"10.1016/s1499-2671(08)24283-8","title":"Optimizing investments in the built environment to reduce youth obesity","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Overweight; Recreation; Psychological intervention; Environmental health; Context (archaeology); Obesity; Medicine; Gerontology; Built environment; Health promotion; Active living; Public health; Promotion (chess); Geography; Political science; Nursing; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002647949,0.0002738222,0.0001960258,0.0004000024,0.0003420511,0.0005800267,0.0003632838,0.0003218524,0.003767933],"category_scores_gemma":[0.0007345659,0.0001035123,0.0002267807,0.0002926962,0.0001365203,0.0001938324,0.0005066692,0.0004227113,0.0002477315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008705997,"about_ca_system_score_gemma":0.002129934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01634206,"about_ca_topic_score_gemma":0.06203416,"domain_scores_codex":[0.9996939,0.0000890114,0.000006836,0.0000264186,0.00004482297,0.0001390823],"domain_scores_gemma":[0.9996724,0.00003832213,0.0000502799,0.00001499206,0.00003875597,0.0001852483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001560513,0.02147617,0.2945569,0.0005478958,0.0006566579,0.0003924413,0.001292288,0.04183361,0.01556775,0.01069224,0.01688519,0.5945383],"study_design_scores_gemma":[0.0004762163,0.002515364,0.9367647,0.0002981151,0.0007291054,0.0001307203,0.002989561,0.02074564,0.005752351,0.005321729,0.02424491,0.00003166642],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835241,0.0005808007,0.001904946,0.001630942,0.00006014605,0.00007048006,0.0002027957,0.00008264373,0.01194321],"genre_scores_gemma":[0.9957242,0.0002499543,0.002112156,0.00008982296,0.00001406524,0.0000251227,0.00006224691,0.00000606429,0.001716434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01634206,"threshold_uncertainty_score":0.03249383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03218898466581524,"score_gpt":0.2378170341715211,"score_spread":0.2056280495057059,"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."}}