{"id":"W2737236334","doi":"10.1017/s1368980017001677","title":"Quantifying associations of the dietary share of ultra-processed foods with overall diet quality in First Nations peoples in the Canadian provinces of British Columbia, Alberta, Manitoba and Ontario","year":2017,"lang":"en","type":"article","venue":"Public Health Nutrition","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; University of Ottawa; McGill University; Environment and Climate Change Canada; First Nations Health and Social Secretariat of Manitoba; Assembly of First Nations; Ste. Anne's Hospital; University of Alberta; Université de Montréal","funders":"Canadian Institutes of Health Research; Health Canada; Université de Montréal; University of Alberta; University of Northern British Columbia; Alberta Innovates; University of Ottawa","keywords":"Added sugar; Environmental health; Medicine; Vitamin; Food group; Nutrient; Food science; Sugar; Geography; Demography; Gerontology; Biology","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":[0.0007198484,0.0004463458,0.000446466,0.002005535,0.002091514,0.001179505,0.001304441,0.000415768,0.001187098],"category_scores_gemma":[0.001803197,0.0003740294,0.0005298695,0.005318152,0.0006834008,0.0002645307,0.0007378721,0.0003508615,0.0001679851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01360354,"about_ca_system_score_gemma":0.01357168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949265,"about_ca_topic_score_gemma":0.9973335,"domain_scores_codex":[0.9991729,0.0000656897,0.00006157591,0.000149219,0.0003364608,0.0002141752],"domain_scores_gemma":[0.9983302,0.00008742203,0.0003017048,0.00006149699,0.0009471783,0.0002719932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006110515,0.00001821329,0.9947855,0.00005697153,0.0001118759,0.00004878036,0.0006397078,0.00008948223,0.0002618289,0.00003701566,0.000557858,0.003331686],"study_design_scores_gemma":[0.000002602233,0.000009482259,0.9987952,0.00001619019,0.00002012378,0.00002251728,0.0006316167,0.00005780697,0.0000327424,0.00000579619,0.0004019541,0.000003944569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914401,0.001024734,0.0001919734,0.0001436188,0.00001135929,0.00006960957,0.00514839,0.00001173389,0.00195845],"genre_scores_gemma":[0.9947749,0.0006601341,0.0006154885,0.00008017677,0.000004190499,0.00004020035,0.002677502,0.00000489543,0.00114251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01360354,"threshold_uncertainty_score":0.09870112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1096474184014383,"score_gpt":0.3599762619490832,"score_spread":0.2503288435476448,"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."}}