{"id":"W3094301848","doi":"10.3390/nu12103217","title":"Diet Quality and Neighborhood Environment in the Atlantic Partnership for Tomorrow’s Health Project","year":2020,"lang":"en","type":"article","venue":"Nutrients","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Cancer Society Research Institute; Michael Smith Health Research BC","keywords":"Neighbourhood (mathematics); Demography; Cohort; Environmental health; Social deprivation; Built environment; Geography; Population; Census; Social determinants of health; Psychological intervention; Public health; Gerontology; Medicine; Biology; Sociology; Ecology; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0008003283,0.0002393468,0.0003483732,0.000607872,0.003486718,0.001020309,0.001162517,0.0003323729,0.001874606],"category_scores_gemma":[0.001818004,0.0002261746,0.0006600529,0.002237549,0.0002854028,0.0003382265,0.001241236,0.0007058686,0.0002108048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01132302,"about_ca_system_score_gemma":0.01775992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9902301,"about_ca_topic_score_gemma":0.9962199,"domain_scores_codex":[0.9992126,0.0000942313,0.0000428829,0.0001082586,0.000247558,0.0002944387],"domain_scores_gemma":[0.9987697,0.00003857046,0.0001930345,0.00006931998,0.0005178829,0.0004114602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008288328,0.0000361309,0.9888719,0.00003084335,0.0000787835,0.00005870504,0.0006188989,0.00003852836,0.00008074861,0.0001267042,0.003447241,0.006528755],"study_design_scores_gemma":[0.0000078089,0.00001430663,0.9977365,0.00002869668,0.00002919675,0.00002444076,0.0006941367,0.00009162896,0.0000229568,0.00002884476,0.001314583,0.000006936985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97605,0.001223928,0.0001628644,0.001366957,0.00004911464,0.0001162874,0.01592708,0.00001439591,0.005089507],"genre_scores_gemma":[0.9899866,0.0006802886,0.0005950448,0.0002714461,0.00001442588,0.0001192936,0.005711419,0.000009750903,0.002611692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9902301,"threshold_uncertainty_score":0.08215463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014902270538024,"score_gpt":0.3565862583194799,"score_spread":0.2550960312656775,"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."}}