{"id":"W4210793310","doi":"10.1002/oby.23352","title":"Built environment influences on healthy eating and active living: The NEWPATH study","year":2022,"lang":"en","type":"article","venue":"Obesity","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Regional Municipality of Waterloo; University of Waterloo; Vancouver Community College; University of British Columbia","funders":"Heart and Stroke Foundation of Canada","keywords":"Active living; Healthy eating; Environmental health; Medicine; Gerontology; Physical activity; Food science; Physical medicine and rehabilitation; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008344472,0.0002017832,0.0002985505,0.0005741548,0.001576831,0.0009005963,0.0006313918,0.000303438,0.002845601],"category_scores_gemma":[0.0015605,0.0003722878,0.0003958194,0.00122914,0.0005178074,0.0009830826,0.001373576,0.0009990637,0.0003896367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001784945,"about_ca_system_score_gemma":0.003258238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3474553,"about_ca_topic_score_gemma":0.601214,"domain_scores_codex":[0.9994843,0.000145777,0.00002687951,0.00007347621,0.0001444077,0.0001250819],"domain_scores_gemma":[0.9989588,0.000117887,0.0002224766,0.0001067424,0.0001883092,0.0004057916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001176604,0.0005351616,0.9876857,0.00002557888,0.00005700226,0.0003010199,0.004612377,0.00003091793,0.0001526637,0.0001390446,0.001597251,0.004745588],"study_design_scores_gemma":[0.00003564684,0.0001432504,0.9892028,0.00003869431,0.00003428603,0.0001437394,0.006572555,0.00009819718,0.00004140057,0.00006146464,0.0036191,0.000008896084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99657,0.0001059619,0.00008823858,0.0001944285,0.00001421903,0.00006251577,0.0006843085,0.000001631331,0.002278763],"genre_scores_gemma":[0.9956437,0.0003187156,0.0002440549,0.0001473595,0.00001856855,0.0001576642,0.0006561229,0.000008069002,0.002805799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3474553,"threshold_uncertainty_score":0.6908657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02895533351691941,"score_gpt":0.3043933323364497,"score_spread":0.2754379988195303,"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."}}