{"id":"W4200413972","doi":"10.1002/agm2.12187","title":"10‐year frailty trajectory is associated with Alzheimer’s dementia after considering neuropathological burden","year":2021,"lang":"en","type":"article","venue":"Aging Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Institute of Aging; National Institute on Aging","keywords":"Dementia; Neuropathology; Gerontology; Medicine; Alzheimer's disease; Cognitive decline; Frailty Index; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003266622,0.0002989515,0.0005954825,0.0001055832,0.00008455605,0.00001827182,0.0001055799,0.000133456,0.01221288],"category_scores_gemma":[0.001044009,0.0002237423,0.00008107188,0.0003605058,0.0003277697,0.0000782023,0.00009029855,0.0005025702,0.0001958051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004717867,"about_ca_system_score_gemma":0.000146421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004468129,"about_ca_topic_score_gemma":0.00003664923,"domain_scores_codex":[0.9977262,0.000146064,0.0003997307,0.000594381,0.0006458885,0.0004877146],"domain_scores_gemma":[0.9985015,0.0002729032,0.0001136646,0.0005390455,0.0002983246,0.000274569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002231898,0.001394069,0.4539664,0.0006632296,0.01398323,0.1281435,0.02367872,0.00008974383,0.08004462,0.0001057627,0.2417816,0.05391714],"study_design_scores_gemma":[0.02744947,0.004351237,0.7889537,0.007569962,0.0112537,0.005382267,0.003033624,0.0007759481,0.02126568,0.0001902896,0.1280897,0.001684451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9411038,0.01054704,0.0002552505,0.03070259,0.0004292002,0.0004567183,0.00001722722,0.0004578435,0.01603039],"genre_scores_gemma":[0.9878067,0.00006490324,0.001025428,0.006584379,0.0005125168,0.00002781528,0.00007425594,0.00006094,0.003842999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3349873,"threshold_uncertainty_score":0.9886901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05166048101186955,"score_gpt":0.2867622675592024,"score_spread":0.2351017865473328,"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."}}