{"id":"W4390081835","doi":"10.1093/geroni/igad104.1657","title":"PLASMA NEUROFILAMENT LIGHT CHAIN IS ASSOCIATED WITH PHYSICAL FRAILTY IN OLDER ADULTS WITHOUT DEMENTIA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Medicine; Gerontology; Confidence interval; Cognitive decline; Odds ratio; Internal medicine; Disease","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":[0.001139901,0.0003475245,0.0006306635,0.0006798098,0.0003193987,0.0006284734,0.0003041597,0.0004361896,0.001414809],"category_scores_gemma":[0.00398188,0.0002485164,0.000539612,0.0007189114,0.0002482698,0.0003865481,0.0003697606,0.0005746158,0.0001631159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001866188,"about_ca_system_score_gemma":0.0001915631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003588856,"about_ca_topic_score_gemma":0.003470859,"domain_scores_codex":[0.9995872,0.0001114491,0.00006559917,0.0001113204,0.00007734455,0.00004696776],"domain_scores_gemma":[0.9975731,0.0004269831,0.001335197,0.0001354406,0.0002790477,0.0002501949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008278916,0.00005508258,0.997278,0.00002587338,0.0001831221,0.00003360346,0.00003138002,0.00003628642,0.0002572385,0.00000647046,0.00004896124,0.001216034],"study_design_scores_gemma":[0.00001569638,0.0001549447,0.9994098,0.000008114452,0.00006877894,0.00005996054,0.00002937015,0.0001449001,0.00004215827,0.00002137886,0.00004224754,0.000002495872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986385,0.0007222414,0.00009303416,0.00002813841,0.000006442803,0.000007104834,0.0002510212,0.000003702364,0.0002498557],"genre_scores_gemma":[0.9994873,0.0001020596,0.00006842796,0.00002342533,0.000008195828,0.000006503833,0.0001928909,7.650926e-7,0.0001104066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003588856,"threshold_uncertainty_score":0.007135928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184994848573684,"score_gpt":0.2918927480060199,"score_spread":0.270042799520283,"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."}}