{"id":"W4417098992","doi":"10.1093/gerona/glaf268","title":"Frailty, grip strength, blood-based biomarkers of neuropathology, and incident dementia: a 17-year longitudinal population study","year":2025,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung","keywords":"Grip strength; Dementia; Cognition; Population based study; Longitudinal study; Cognitive aging; Population; Healthy aging; Risk factor","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":[0.001937769,0.0005693815,0.0004745907,0.0008272321,0.0007439141,0.0008374198,0.0005594504,0.0007138902,0.000889885],"category_scores_gemma":[0.00182089,0.0006836183,0.0007811614,0.001166833,0.0004071815,0.0006542591,0.0007957875,0.001339087,0.000375975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004667824,"about_ca_system_score_gemma":0.0007243013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01315863,"about_ca_topic_score_gemma":0.0149016,"domain_scores_codex":[0.9995533,0.0001306102,0.00003767376,0.0001212615,0.00007162025,0.0000856298],"domain_scores_gemma":[0.9986541,0.0001063197,0.0004300003,0.000214109,0.0002098046,0.00038568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002081159,0.00009470405,0.9987025,0.000005234887,0.0001723567,0.00005716783,0.00007336366,0.00002406521,0.0001254502,0.00000734741,0.000107703,0.0004218547],"study_design_scores_gemma":[0.00002871419,0.0002155477,0.9991404,0.000006780753,0.00008372143,0.0001434222,0.0001118876,0.00009629388,0.00002819629,0.00001546262,0.0001253032,0.000004234248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985977,0.0001918876,0.0001048573,0.00003839955,0.000006858329,0.00001585576,0.000908549,0.000004010857,0.0001318981],"genre_scores_gemma":[0.9975837,0.0002214885,0.0002225919,0.00006635561,0.00001515319,0.00004300225,0.001499345,0.000003293547,0.000344991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01315863,"threshold_uncertainty_score":0.02616405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04103305894267562,"score_gpt":0.3362305546856025,"score_spread":0.2951974957429269,"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."}}