{"id":"W1741002350","doi":"10.1186/s13195-015-0140-3","title":"Frailty and the risk of cognitive impairment","year":2015,"lang":"en","type":"review","venue":"Alzheimer s Research & Therapy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Dementia; Cognition; Cognitive impairment; Disease; Population; Cognitive decline; Mechanism (biology); Gerontology; Risk factor; Medicine; Psychology; Psychiatry; Environmental health; Pathology","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":[0.0007106037,0.0007396928,0.001378911,0.003007495,0.0002222684,0.0009581028,0.0006946651,0.001060001,0.003376568],"category_scores_gemma":[0.001902316,0.0002502521,0.0009702394,0.002348154,0.0003850647,0.0008047294,0.0006873125,0.001369418,0.0008016568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006647599,"about_ca_system_score_gemma":0.001427726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002523411,"about_ca_topic_score_gemma":0.003727886,"domain_scores_codex":[0.9997064,0.00006580677,0.00006240568,0.00003496454,0.0001057821,0.00002452798],"domain_scores_gemma":[0.9994153,0.00030096,0.0001305778,0.00001195363,0.000104559,0.00003666551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001091631,0.00006578667,0.0006992024,0.04790239,0.0004666439,0.0001399437,0.0001097492,0.0002837741,0.0003083122,0.002375203,0.02523139,0.9223085],"study_design_scores_gemma":[0.00005172925,0.0001652927,0.007606109,0.05965727,0.00133223,0.002390488,0.0001782542,0.0001649955,0.0002623991,0.003985082,0.9241627,0.00004336935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007147899,0.9994789,0.00001438004,0.0001247812,0.00004733795,0.000001609285,0.000007867381,0.000002020137,0.0002516617],"genre_scores_gemma":[0.0007797616,0.9989268,0.00003506388,0.00006803187,0.00005044569,0.000003283157,0.00001333905,3.896052e-7,0.0001227851],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003376568,"threshold_uncertainty_score":0.01129574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2815848604359538,"score_gpt":0.4840241556315442,"score_spread":0.2024392951955904,"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."}}