{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007969359,0.0009895974,0.00918689,0.0001114048,0.0009366578,0.00005462084,0.001262284,0.0005021284,0.0004189993],"category_scores_gemma":[0.001609705,0.0004935501,0.002314807,0.0006546298,0.00007751946,0.00008825,0.00113178,0.001636071,0.003154362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003525231,"about_ca_system_score_gemma":0.000435336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001717921,"about_ca_topic_score_gemma":0.00002550666,"domain_scores_codex":[0.9827063,0.01090895,0.004083803,0.0008598827,0.0006611409,0.0007798956],"domain_scores_gemma":[0.9907267,0.001472474,0.004168679,0.003281942,0.000113368,0.0002368571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[3.221035e-7,0.000153819,0.000001765579,0.7139042,0.0001677897,0.0000419516,0.000104622,4.227221e-9,3.473797e-8,0.000478246,0.0160437,0.2691035],"study_design_scores_gemma":[0.0000552901,0.00003167231,0.000003770461,0.491647,0.002907733,0.00002331369,0.00001117726,6.511613e-8,4.242095e-8,0.00001191583,0.5050864,0.000221621],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[6.436463e-7,0.9696476,0.0000157513,0.00013717,0.0007913024,0.02755614,0.000041312,0.00003417833,0.001775904],"genre_scores_gemma":[8.371228e-8,0.9817857,0.0001317,0.001007188,0.0002953957,0.005557494,0.0001592055,0.00008959712,0.01097369],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4890427,"threshold_uncertainty_score":0.9997516,"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."}}