{"id":"W4408432648","doi":"10.1016/j.jand.2025.03.004","title":"The Role of Registered Dietitian Nutritionists within Food Is Medicine: Current and Future Opportunities","year":2025,"lang":"en","type":"article","venue":"Journal of the Academy of Nutrition and Dietetics","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nutrition International","funders":"","keywords":"Medicine; Family medicine; Gerontology; Environmental health","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":[0.0008682183,0.000129002,0.0003341727,0.0001481534,0.0006434814,0.00001484088,0.0002427908,0.0001827519,0.00001477013],"category_scores_gemma":[0.0002311114,0.00007996569,0.0001021036,0.0001721353,0.0005786626,0.0001141016,0.00007286137,0.0006349623,3.049865e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000416036,"about_ca_system_score_gemma":0.0001304013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004555503,"about_ca_topic_score_gemma":0.000004897195,"domain_scores_codex":[0.9980114,0.0003050607,0.001080779,0.0001055656,0.0003195556,0.0001776637],"domain_scores_gemma":[0.9976919,0.000460092,0.001160057,0.0001457481,0.0004387706,0.000103453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001313711,0.0014712,0.01365653,0.01920827,0.0004771118,7.663701e-7,0.03560375,7.811594e-7,0.002312233,0.2203409,0.6518917,0.05372303],"study_design_scores_gemma":[0.002160518,0.0003119264,0.01284017,0.007173012,0.0001913446,0.00001076788,0.07057686,0.00001755239,0.0009217359,0.1532913,0.7524129,0.00009198847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2134935,0.2582209,0.00004407963,0.5185199,0.006080598,0.0009000505,0.0001706612,0.00001963476,0.002550785],"genre_scores_gemma":[0.7793862,0.2174813,0.0002352078,0.001241948,0.001365231,0.00001304741,0.000003449321,0.00001086969,0.000262812],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5658926,"threshold_uncertainty_score":0.4949204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029150876130063,"score_gpt":0.4087723884490103,"score_spread":0.3058573008360039,"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."}}