{"id":"W2802365145","doi":"10.1371/journal.pone.0196333","title":"The economic burden of not meeting food recommendations in Canada: The cost of doing nothing","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Alberta Innovates; University of Alberta","keywords":"Environmental health; Medicine; Disease burden; Disease; Obesity; Population; Refined grains; Burden of disease; Chronic disease; Red meat; Gerontology; Whole grains; Food science; Family medicine","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":[0.00306175,0.0003847543,0.000605642,0.001772065,0.002904581,0.00381983,0.001491363,0.0008050638,0.00480319],"category_scores_gemma":[0.01812278,0.0003136215,0.001348815,0.004617867,0.001040297,0.001138274,0.001489391,0.001558817,0.000238805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06870868,"about_ca_system_score_gemma":0.1109473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953597,"about_ca_topic_score_gemma":0.9965473,"domain_scores_codex":[0.9954712,0.0009188703,0.0002328114,0.0002463382,0.002345313,0.0007855304],"domain_scores_gemma":[0.9899237,0.001607516,0.001372283,0.0003021903,0.00511649,0.001677818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004101077,0.0001386186,0.6735765,0.001081503,0.001405941,0.000859217,0.002099473,0.007573133,0.0002678923,0.01569267,0.06932575,0.2275693],"study_design_scores_gemma":[0.0001081867,0.0001350398,0.8899741,0.002471683,0.001149378,0.0006034239,0.00526467,0.01257118,0.0003398159,0.005310179,0.08185703,0.0002153576],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6519187,0.05199775,0.004293248,0.1470148,0.001149919,0.0003905622,0.03937077,0.0002474178,0.1036167],"genre_scores_gemma":[0.9681664,0.01469593,0.003002901,0.004926559,0.0001160957,0.00005250557,0.003946247,0.00003739172,0.005055916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06870868,"threshold_uncertainty_score":0.4985187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04426459296991261,"score_gpt":0.2529948765696439,"score_spread":0.2087302835997313,"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."}}