{"id":"W4403202543","doi":"10.18103/mra.v12i9.5893","title":"Addressing Nutrition Risk in Older Adults in Community Settings","year":2024,"lang":"en","type":"article","venue":"Medical Research Archives","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nutrition Society; University of Alberta; Alberta Health Services","funders":"","keywords":"Gerontology; Medicine; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001181105,0.0002751047,0.0004708027,0.0008164319,0.0004027508,0.001301365,0.0003670881,0.0008352438,0.001853853],"category_scores_gemma":[0.004075466,0.0001047831,0.0006131972,0.0007106765,0.0002431366,0.0008610385,0.00123426,0.0007380145,0.0002274416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006498682,"about_ca_system_score_gemma":0.002303037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003997809,"about_ca_topic_score_gemma":0.01029978,"domain_scores_codex":[0.9993564,0.0003238887,0.00009956595,0.00004780024,0.00009817632,0.00007416379],"domain_scores_gemma":[0.9990588,0.000415257,0.0002055526,0.00002223231,0.0001847568,0.0001134688],"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":[0.0001963151,0.0002594901,0.0143574,0.03766794,0.0005691128,0.0007698598,0.002938534,0.0002699443,0.0008214536,0.005456147,0.02043278,0.9162611],"study_design_scores_gemma":[0.000167205,0.001204657,0.07310906,0.1317198,0.001854184,0.003645984,0.008032092,0.0005279421,0.001196823,0.009653832,0.7688032,0.00008521781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04182324,0.9276784,0.001458848,0.01380909,0.001278591,0.0001776388,0.0002982657,0.0000383445,0.01343752],"genre_scores_gemma":[0.1296266,0.8596267,0.00347455,0.004164326,0.0007169121,0.0002030135,0.0002671929,0.000006786221,0.001913934],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003997809,"threshold_uncertainty_score":0.007949054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1271859743789333,"score_gpt":0.4907697954654001,"score_spread":0.3635838210864667,"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."}}