{"id":"W4416202736","doi":"10.1016/j.amepre.2025.107999","title":"REPRINT OF: Obesity Relationships with Community Design, Physical Activity, and Time Spent in Cars","year":2025,"lang":"en","type":"article","venue":"American Journal of Preventive Medicine","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Centers for Disease Control and Prevention; Georgia Department of Transportation; U.S. Department of Transportation","keywords":"Reprint; Obesity; Built environment; Physical activity; Childhood obesity; Health behavior; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000736425,0.001253851,0.0007870432,0.00129822,0.0004894258,0.0010249,0.00136556,0.001850659,0.2384318],"category_scores_gemma":[0.009453688,0.0003220823,0.0007889775,0.001508189,0.0003253086,0.0007819608,0.000309706,0.001645808,0.03025355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002634879,"about_ca_system_score_gemma":0.0004581345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005312963,"about_ca_topic_score_gemma":0.007192031,"domain_scores_codex":[0.9994184,0.0001805105,0.000125352,0.0000712808,0.0001429671,0.00006151971],"domain_scores_gemma":[0.9932525,0.004339624,0.0005587718,0.000595114,0.0008308995,0.0004231546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002817128,0.001187857,0.07393027,0.001138586,0.000471926,0.0006186878,0.0005712004,0.0004011585,0.001826057,0.002044816,0.8736093,0.04138294],"study_design_scores_gemma":[0.001017087,0.001387586,0.6991975,0.000883824,0.0003561254,0.001235786,0.001503031,0.001591196,0.001559657,0.002981042,0.2882185,0.00006863213],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2399638,0.01648728,0.004107348,0.08246503,0.203435,0.0006514353,0.1992178,0.00133578,0.2523365],"genre_scores_gemma":[0.3646635,0.006271061,0.002187129,0.009364448,0.04251353,0.0008764902,0.04234661,0.0003141256,0.5314631],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2384318,"threshold_uncertainty_score":0.7976338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03703776211032479,"score_gpt":0.3432256050508973,"score_spread":0.3061878429405726,"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."}}