{"id":"W2763772172","doi":"10.1093/pch/19.6.e35-12","title":"12: The Weight of Place – The Role of the Neighbourhood in Childhood Obesity","year":2014,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Neighbourhood (mathematics); Walkability; Overweight; Demography; Body mass index; Obesity; Population; Childhood obesity; Geography; Built environment; Psychology; Medicine; Physical activity; Sociology","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":[0.0007152659,0.0004643443,0.000407277,0.0008589546,0.00120015,0.002277534,0.0007136814,0.001014178,0.01553576],"category_scores_gemma":[0.002124773,0.0002446388,0.0007036974,0.001392076,0.0008106704,0.001527275,0.001935501,0.0009156261,0.001298897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252222,"about_ca_system_score_gemma":0.001961266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07125536,"about_ca_topic_score_gemma":0.1142725,"domain_scores_codex":[0.999543,0.0001828636,0.00003096043,0.00007356417,0.0001021696,0.00006751213],"domain_scores_gemma":[0.9988422,0.0001689203,0.0002386546,0.00004783902,0.0003183869,0.0003840839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003020524,0.000253281,0.8205456,0.001086086,0.0003361321,0.0008066281,0.005023941,0.0003743343,0.0003856707,0.008267137,0.044017,0.1186022],"study_design_scores_gemma":[0.00001963902,0.0001191115,0.9511317,0.001540248,0.0002623847,0.0006593465,0.006421289,0.0004031619,0.0001190481,0.002824586,0.03645971,0.00003990138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.746088,0.06397868,0.003247065,0.06225237,0.006347207,0.0001393724,0.008249576,0.0001422536,0.1095554],"genre_scores_gemma":[0.9588448,0.01430531,0.002104713,0.001348359,0.001040109,0.00008067569,0.001727389,0.00006535173,0.02048325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07125536,"threshold_uncertainty_score":0.1416812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005261264025524658,"score_gpt":0.2283476641747505,"score_spread":0.2230864001492258,"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."}}