{"id":"W3215071395","doi":"10.1111/obr.13385","title":"The built environment as determinant of childhood obesity: A systematic literature review","year":2021,"lang":"en","type":"review","venue":"Obesity Reviews","topic":"Noise Effects and Management","field":"Health Professions","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; Medical Research Council; Medical Research Council Canada","keywords":"Walkability; Built environment; Childhood obesity; Environmental health; Obesity; Meta-analysis; Confidence interval; Air pollution; Poison control; Medicine; Demography; Geography; Ecology; Biology; Overweight","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004821535,0.001632353,0.006521022,0.009165326,0.0005289065,0.002242225,0.001360279,0.001476069,0.004537742],"category_scores_gemma":[0.0185341,0.0008903743,0.007413242,0.01012445,0.0005558414,0.001441508,0.001310239,0.0008914864,0.0003127613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002078831,"about_ca_system_score_gemma":0.008588623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00795896,"about_ca_topic_score_gemma":0.02290746,"domain_scores_codex":[0.9972302,0.0008269949,0.001015112,0.0002926106,0.000500006,0.0001350962],"domain_scores_gemma":[0.9880798,0.008813749,0.001885231,0.0001744464,0.0008952221,0.0001516091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001777129,0.00002495089,0.001493467,0.9376252,0.01343787,0.000123089,0.0001154522,0.0001450602,0.0001455108,0.0002606452,0.001282177,0.04516895],"study_design_scores_gemma":[0.0001918921,0.000233052,0.009639615,0.7778138,0.1843874,0.0005715928,0.0002642718,0.0001465589,0.0002199577,0.0004729059,0.02601286,0.00004621584],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007233041,0.9985712,0.0001068571,0.0001226355,0.00006695596,0.00007873474,0.0001922295,0.000004331022,0.00013373],"genre_scores_gemma":[0.007428475,0.9916161,0.0003402882,0.000180212,0.00005241485,0.0001468563,0.0001595875,0.000002527443,0.00007363773],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009165326,"threshold_uncertainty_score":0.02549905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05190173068693704,"score_gpt":0.4098991498410533,"score_spread":0.3579974191541163,"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."}}