{"id":"W2029018285","doi":"10.1016/j.exger.2014.10.008","title":"Validation of the NANA (Novel Assessment of Nutrition and Ageing) touch screen system for use at home by older adults","year":2014,"lang":"en","type":"article","venue":"Experimental Gerontology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences","funders":"Economic and Social Research Council","keywords":"Cognition; Gerontology; Physical activity; Data collection; Task (project management); Activities of daily living; Intervention (counseling); Medicine; Cognitive impairment; Psychology; Physical therapy; Psychiatry; Engineering","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":[0.0001236156,0.00008526568,0.0002797106,0.00004168519,0.00007573165,0.000004101119,0.00004336514,0.00008131131,0.00002125344],"category_scores_gemma":[0.00001329476,0.00006827371,0.00005108905,0.00003748499,0.00008029835,0.00005368757,0.0000356424,0.00004925709,3.652102e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001473404,"about_ca_system_score_gemma":0.00001588984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001683263,"about_ca_topic_score_gemma":0.00001023575,"domain_scores_codex":[0.9991908,0.00006072088,0.0003087051,0.0001733224,0.0001289482,0.0001374665],"domain_scores_gemma":[0.9994488,0.00008648708,0.000183291,0.0001605086,0.00006458127,0.00005627445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00081353,0.001602758,0.0329095,0.002974242,0.00006714485,0.000001566961,0.001249222,6.924822e-7,0.9492908,0.005373491,0.0046108,0.001106252],"study_design_scores_gemma":[0.01691405,0.001103187,0.1032418,0.001418632,0.00006277484,0.00008702405,0.002125533,0.001689736,0.870878,0.00001600914,0.002305928,0.000157281],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956425,0.0005826175,0.001975118,0.0003825217,0.0002132628,0.0009226641,0.00004508464,0.00001682267,0.0002193631],"genre_scores_gemma":[0.9944121,0.00001195544,0.005086999,0.0001515964,0.00005101877,0.0001099351,0.00007567543,0.00001078711,0.00008995465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07841273,"threshold_uncertainty_score":0.2784121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0442126925251853,"score_gpt":0.3591523265294994,"score_spread":0.3149396340043141,"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."}}