{"id":"W3113032753","doi":"10.1002/alz.044671","title":"Frailty trajectory related to Alzheimer’s dementia after controlling for neuropathological burden","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Association of Canadian College and University Teachers of English; Greenfield Research (Canada); Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Neuropathology; Dementia; Cerebral amyloid angiopathy; Medicine; Alzheimer's disease; Hippocampal sclerosis; Longitudinal study; Cognitive decline; Gerontology; Arteriolosclerosis; Cohort; Cohort study; Disease; Internal medicine; Psychology; Psychiatry; Pathology; Temporal lobe","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002117317,0.0003855246,0.0003628219,0.0009183493,0.000449703,0.000742416,0.0004754508,0.0004275409,0.001777075],"category_scores_gemma":[0.005439229,0.000213397,0.00109303,0.0007135549,0.0002282114,0.0004854153,0.0006955085,0.0005628247,0.0002107811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004062742,"about_ca_system_score_gemma":0.000852719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02096954,"about_ca_topic_score_gemma":0.01157403,"domain_scores_codex":[0.999678,0.00007732009,0.00001916585,0.0001079647,0.00003359569,0.00008389327],"domain_scores_gemma":[0.9975776,0.0006633427,0.0006745979,0.0004704371,0.0002030425,0.0004109883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004745202,0.00003310005,0.9947785,0.000007517969,0.0002305505,0.00006649093,0.00007745191,0.0007562921,0.0002237054,0.00004454205,0.0001734724,0.003133801],"study_design_scores_gemma":[0.000008249621,0.0001176312,0.9958526,0.000008614526,0.00007678761,0.0001010762,0.00005455697,0.003444391,0.00006806645,0.0001336325,0.0001294535,0.000004970177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986958,0.0001670839,0.000422458,0.00004008749,0.000004470634,0.000005370555,0.0004806595,0.00001523781,0.0001687802],"genre_scores_gemma":[0.9990414,0.00003887005,0.0002095448,0.000006178859,0.000003084188,0.000008491468,0.0004807523,0.000003539872,0.0002081581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02096954,"threshold_uncertainty_score":0.04169494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05667219220685711,"score_gpt":0.3007906573790835,"score_spread":0.2441184651722264,"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."}}