{"id":"W4224067927","doi":"10.1177/21501319221092245","title":"Pre-Existing Frailty is Unrelated to Progression of Diffuse Subcortical Damage of Vascular Origin: A Longitudinal Prospective Study in Community-Dwelling Older Adults","year":2022,"lang":"en","type":"article","venue":"Journal of Primary Care & Community Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Confounding; Prospective cohort study; Proportional hazards model; Hyperintensity; Poisson regression; Longitudinal study; Gerontology; Internal medicine; Cohort; Cohort study; Population; Magnetic resonance imaging; Pathology","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":[0.001735349,0.0003893841,0.0004030099,0.0006556239,0.0007636161,0.0008421859,0.0004996089,0.0006481422,0.001145333],"category_scores_gemma":[0.002297098,0.0004480298,0.0006547787,0.0008584281,0.0002682364,0.0006190732,0.0005200586,0.0008633918,0.0002824102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002627977,"about_ca_system_score_gemma":0.0003943586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007479381,"about_ca_topic_score_gemma":0.009867465,"domain_scores_codex":[0.9995546,0.0001245604,0.00004748904,0.0001254655,0.00006677493,0.00008108994],"domain_scores_gemma":[0.9984761,0.0001801999,0.0005103135,0.0002432892,0.000220946,0.0003692334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002253849,0.00009808099,0.9988623,0.000005529795,0.00008064268,0.00005779746,0.0001227529,0.00001080058,0.0001080407,0.000006267716,0.00003505781,0.0003875111],"study_design_scores_gemma":[0.00001508428,0.0001916584,0.9992704,0.000006172371,0.00004172468,0.0001163989,0.0001801363,0.00008195164,0.00001685082,0.00001270556,0.00006398684,0.000003061314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995402,0.0001532939,0.00004440261,0.00001973112,0.000003731845,0.000008431837,0.0001290181,0.000001405144,0.00009981797],"genre_scores_gemma":[0.9995387,0.0000796568,0.00005183495,0.00002583344,0.000006326755,0.00001089958,0.0002071376,0.00000110117,0.00007868306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007479381,"threshold_uncertainty_score":0.01487166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05387869203206566,"score_gpt":0.3782114404337482,"score_spread":0.3243327484016825,"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."}}