{"id":"W3037023841","doi":"10.1136/bmj.m2482","title":"Food is medicine: actions to integrate food and nutrition into healthcare","year":2020,"lang":"en","type":"review","venue":"BMJ","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":420,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institutes of Health; Alberta Innovates; Swiss Re; Amarin Corporation; Canadian Institutes of Health Research; Humana Foundation; Danone; Social Sciences and Humanities Research Council of Canada; Cleveland Clinic Foundation; Cleveland Clinic; University of Calgary; Heart and Stroke Foundation of Canada; Alberta Health Services; National Institute of Diabetes and Digestive and Kidney Diseases; South Dakota Governor's Office of Economic Development; Robert Wood Johnson Foundation; Bill and Melinda Gates Foundation; Commonwealth Fund; Canadian Foundation for Dietetic Research; U.S. Department of Agriculture","keywords":"Health care; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006173954,0.0004692385,0.001832438,0.000471213,0.001645125,0.00001563417,0.000291722,0.0008986386,0.0004857372],"category_scores_gemma":[0.0006745056,0.0003996837,0.0002076826,0.0009461389,0.00008174224,0.0001169591,0.0002631839,0.00213196,0.001012844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005242593,"about_ca_system_score_gemma":0.001290191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008380078,"about_ca_topic_score_gemma":0.003987061,"domain_scores_codex":[0.9956799,0.0009990035,0.001660245,0.0006923925,0.0003623641,0.000606084],"domain_scores_gemma":[0.9970444,0.0005956561,0.0006904794,0.0005310797,0.0002855351,0.000852827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004431458,0.00006038404,0.00001782051,0.1261051,0.0001664134,0.000005370375,0.01482875,2.332035e-8,5.459332e-8,0.03039888,0.4141494,0.4142235],"study_design_scores_gemma":[0.0003692585,0.00155019,0.00001133996,0.04109489,0.00028248,0.000009438107,0.003630887,0.000003555839,2.788919e-8,0.002506794,0.9502316,0.000309514],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000695517,0.8601124,0.00006516719,0.1288157,0.001766482,0.006700506,0.0008825559,0.0001767567,0.001473501],"genre_scores_gemma":[0.0001387902,0.9838535,0.0009460025,0.00837944,0.002878018,0.00296577,0.0004843241,0.00007488748,0.0002792285],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5360823,"threshold_uncertainty_score":0.9998455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4551241212876036,"score_gpt":0.5748091810636606,"score_spread":0.119685059776057,"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."}}