{"id":"W4411370916","doi":"10.4067/s0034-98872025000500340","title":"Influences of Public Health Policies on Individuals’ Dietary Behaviours: A Large Cohort Study from Chile","year":2025,"lang":"en","type":"article","venue":"Revista médica de Chile","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"CHIST-ERA; Universidad de La Frontera; Institute for Health Metrics and Evaluation; Agencia Nacional de Investigación y Desarrollo; Agenția Națională pentru Cercetare și Dezvoltare; University of Washington","keywords":"Cohort; Public health; Environmental health; Medicine; Gerontology; Psychology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001106826,0.0002348092,0.0007925865,0.0002847658,0.0001969887,0.00008528942,0.0002696055,0.00008847687,0.0002633374],"category_scores_gemma":[0.0002824895,0.0002019041,0.0001573427,0.0005165916,0.00009222175,0.00006778217,0.0001376508,0.0003797204,0.00001509595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001277685,"about_ca_system_score_gemma":0.0005428921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001726803,"about_ca_topic_score_gemma":0.0003019678,"domain_scores_codex":[0.9977837,0.0002081842,0.0006353284,0.0004220176,0.0004590526,0.0004917155],"domain_scores_gemma":[0.998571,0.0001489451,0.0002297212,0.0007003478,0.00009084323,0.000259117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002383597,0.001908579,0.9843156,0.000103753,0.0006711703,0.000004598161,0.001346782,7.132882e-7,0.00008446024,0.0005655044,0.001670624,0.009304398],"study_design_scores_gemma":[0.001065684,0.0004785396,0.9727957,0.0007173233,0.0004899221,0.000003282254,0.0003395475,0.000005261961,0.000016001,0.00003865251,0.02390982,0.0001402964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791141,0.01457678,0.0000302477,0.003398247,0.00005453218,0.001084391,0.000323348,0.00009249457,0.00132586],"genre_scores_gemma":[0.9959785,0.0004338508,0.0003102482,0.002683034,0.00007623572,0.00004524601,0.0002548738,0.00001970063,0.0001983001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02223919,"threshold_uncertainty_score":0.8233409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05868892441829708,"score_gpt":0.367439222738988,"score_spread":0.3087502983206909,"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."}}