{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001048058,0.00026309,0.0002876982,0.0006607015,0.0003548097,0.0005925481,0.0003003479,0.0003805549,0.001766127],"category_scores_gemma":[0.004080796,0.0001541232,0.0005451706,0.0006185666,0.0002077345,0.0004802902,0.0005844412,0.0005331346,0.0002111984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003018052,"about_ca_system_score_gemma":0.0004270149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004684432,"about_ca_topic_score_gemma":0.007116174,"domain_scores_codex":[0.9998326,0.0000417756,0.00001907406,0.00004435697,0.00002896803,0.00003313356],"domain_scores_gemma":[0.9985317,0.0002608734,0.0007242906,0.0001346657,0.0001146827,0.0002338222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002176375,0.00002719058,0.9953372,0.00000827775,0.00007042639,0.00005511639,0.00008221722,0.0001547456,0.0002165181,0.00004000715,0.00006692173,0.003723601],"study_design_scores_gemma":[0.000001912615,0.00005077963,0.9989473,0.000007789663,0.00002354126,0.00009696579,0.00003935654,0.000583654,0.00004246136,0.0001356842,0.00006799753,0.000002656023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988467,0.0003204757,0.0003081556,0.00006638907,0.000003340607,0.000005252767,0.0002122334,0.000007875912,0.000229691],"genre_scores_gemma":[0.9992318,0.00009213926,0.000185827,0.00001062668,0.000002639253,0.000004608057,0.0002774947,0.000001836987,0.0001930218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004684432,"threshold_uncertainty_score":0.009314299,"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."}}