{"id":"W4415141850","doi":"10.1017/s0007114525105461","title":"The association between diet price and diet quality among Australian adults participating in the 2020 International Food Policy Study","year":2025,"lang":"en","type":"article","venue":"British Journal Of Nutrition","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Food group; Healthy eating; Population; Healthy diet; Quality (philosophy); Food quality; Refined grains; Micronutrient; Liberian dollar","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":[0.002284988,0.0002443348,0.0004361789,0.0006210841,0.0006469187,0.0008253542,0.0006659784,0.0005908314,0.001276524],"category_scores_gemma":[0.006522765,0.0003449951,0.0005620822,0.001787613,0.0002979269,0.0007271538,0.0007661453,0.001089268,0.0002692811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009735312,"about_ca_system_score_gemma":0.0005174875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08558808,"about_ca_topic_score_gemma":0.07903289,"domain_scores_codex":[0.998899,0.0003303776,0.0001371589,0.0001479428,0.0003390914,0.0001463202],"domain_scores_gemma":[0.9966203,0.0002752664,0.001495896,0.0002417966,0.0008669299,0.0004997685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004743489,0.00003497056,0.9983511,0.00002172171,0.00008237451,0.00002524609,0.0001942688,0.00001688296,0.00004776159,0.00002249247,0.0003219279,0.0008338754],"study_design_scores_gemma":[9.558361e-7,0.00001926996,0.999739,0.000004693237,0.000008980032,0.00001416213,0.00007260952,0.00003700032,0.000005122908,0.000006359094,0.00009073431,0.000001216826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965459,0.0004358739,0.00008590539,0.0002970186,0.00001747427,0.00002172553,0.001510904,0.000004335026,0.001080931],"genre_scores_gemma":[0.998059,0.0001568648,0.0001646081,0.0001418411,0.00001482431,0.00002715942,0.0009972976,0.000002054713,0.0004363018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08558808,"threshold_uncertainty_score":0.1701798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02899067684390987,"score_gpt":0.3496633609254915,"score_spread":0.3206726840815816,"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."}}