{"id":"W3027032332","doi":"10.3390/ijerph17103590","title":"A Brief Intervention for Malnutrition among Older Adults: Stepping Up Your Nutrition","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec","funders":"Administration for Community Living","keywords":"Malnutrition; Intervention (counseling); Medicine; Gerontology; Environmental health; Population; Public health; Nursing","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":[0.0009539475,0.0004269529,0.0004964633,0.0005068514,0.0008017011,0.0002821605,0.0004134814,0.0007211826,0.004477634],"category_scores_gemma":[0.002474495,0.0002363068,0.0004756824,0.0002396718,0.0001949427,0.0003484921,0.0015887,0.0007515652,0.0005021249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003220786,"about_ca_system_score_gemma":0.001717417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001619251,"about_ca_topic_score_gemma":0.005847193,"domain_scores_codex":[0.9996064,0.0001651615,0.00004831687,0.00004464019,0.00005141093,0.00008416637],"domain_scores_gemma":[0.9991844,0.0002157256,0.0001284914,0.00002555314,0.0000523411,0.0003934578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00560482,0.05824662,0.04077483,0.005247363,0.0002982541,0.001031001,0.009291119,0.001013649,0.01236751,0.0007178936,0.03488017,0.8305268],"study_design_scores_gemma":[0.02130906,0.1505741,0.6870207,0.004604939,0.0007967051,0.002109975,0.01470864,0.004326972,0.007326493,0.00366635,0.1032612,0.0002949132],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738634,0.0008378921,0.005289678,0.003413291,0.0003968202,0.01033215,0.0004093186,0.0004175872,0.005039879],"genre_scores_gemma":[0.9056478,0.00262635,0.05452809,0.003542629,0.0002664177,0.02500105,0.0008171516,0.00001690723,0.007553512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004477634,"threshold_uncertainty_score":0.01497912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1353844336963545,"score_gpt":0.4359738258800642,"score_spread":0.3005893921837097,"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."}}