{"id":"W3202512262","doi":"10.21203/rs.3.rs-923536/v1","title":"Prevalence of Healthy Aging Among Community Dwelling Adults Age 70 and Older From Five European Countries","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nestec; DSM Nutritional Products; Universität Zürich; European Commission","keywords":"Medicine; Logistic regression; Demography; Gerontology; Depression (economics); Grip strength; Montreal Cognitive Assessment; Cross-sectional study; Multivariate analysis; Cognitive impairment; Cognition; Physical therapy; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001528136,0.0003635175,0.0005242092,0.001599636,0.0002634977,0.0006894377,0.0002590831,0.0005366927,0.0008816473],"category_scores_gemma":[0.001672734,0.0002041463,0.0004353084,0.001214917,0.0002553714,0.0004304204,0.0007288443,0.0002007311,0.0001725992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001880933,"about_ca_system_score_gemma":0.0002096611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004882381,"about_ca_topic_score_gemma":0.004907813,"domain_scores_codex":[0.9992369,0.0002573233,0.000132047,0.0001678459,0.0001139576,0.00009177228],"domain_scores_gemma":[0.9987816,0.0001800875,0.0005939439,0.00006738844,0.0001774897,0.0001995146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001733741,0.0000384389,0.9982072,0.00002979361,0.0001241171,0.00003014964,0.0000698152,0.0000294481,0.00009136768,0.00001226084,0.00008036177,0.00111368],"study_design_scores_gemma":[0.00001610932,0.0000862959,0.9994742,0.00001110119,0.00003265414,0.0000631665,0.0001644284,0.00003792287,0.0000171485,0.000006336291,0.0000885816,0.000002126792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981967,0.0004800779,0.00004813613,0.00002072012,0.00000530235,0.00001508837,0.0007708063,0.000003165685,0.0004600092],"genre_scores_gemma":[0.9987605,0.0001645778,0.00006970143,0.0000303901,0.000007644346,0.0000187195,0.0008794306,8.828674e-7,0.00006820443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004882381,"threshold_uncertainty_score":0.009707928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1036948892616855,"score_gpt":0.4325255240507953,"score_spread":0.3288306347891098,"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."}}