{"id":"W4405995924","doi":"10.1029/2024gh001101","title":"Access to Healthy Built and Natural Environments and Physical Activity and Screen Time in New Zealand Adolescents: A Geospatial Cross‐Sectional Study","year":2025,"lang":"en","type":"article","venue":"GeoHealth","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Lottery Health Research; Health Research Council of New Zealand; National Heart Foundation of New Zealand; University of Otago","keywords":"Built environment; Geospatial analysis; Physical activity; Environmental health; Level design; Association (psychology); Psychology; Screen time; Cross-sectional study; Geography; Medicine; Computer science; Multimedia; Engineering; Cartography","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":[0.001210842,0.0004221898,0.0005378915,0.001143721,0.0008224487,0.001174805,0.0006596501,0.000460185,0.001723145],"category_scores_gemma":[0.002606771,0.0008216141,0.0009268771,0.002013421,0.0005429198,0.0009785527,0.0009809943,0.0009470031,0.0003135438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001779452,"about_ca_system_score_gemma":0.001625536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4644324,"about_ca_topic_score_gemma":0.4971665,"domain_scores_codex":[0.9993304,0.00008349892,0.0001225531,0.0001513642,0.0002101875,0.0001020219],"domain_scores_gemma":[0.9985233,0.0001376714,0.0006246343,0.0001256482,0.0002946815,0.0002939573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002694188,0.00004398818,0.9974826,0.00002519994,0.00005283502,0.00006309525,0.001206435,0.00001685876,0.0001771656,0.0000190844,0.00004894612,0.0008368146],"study_design_scores_gemma":[0.000002602107,0.00003436857,0.9988048,0.00001062944,0.00002202968,0.0000440957,0.0008471879,0.0000473174,0.00001353581,0.00000441253,0.0001654819,0.000003462133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989234,0.0001421032,0.00005216977,0.00003298714,0.000002419888,0.00002861095,0.00046664,0.000001520268,0.000350179],"genre_scores_gemma":[0.9985506,0.0003349732,0.0002476041,0.00002178219,0.000003516054,0.00006889147,0.0004967815,0.000002739894,0.0002731087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4644324,"threshold_uncertainty_score":0.9234581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02054710438602003,"score_gpt":0.3683239405441044,"score_spread":0.3477768361580844,"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."}}