{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006143048,0.000456671,0.002256727,0.0003645929,0.0001666871,0.00004717356,0.0004621956,0.0003499354,0.00026868],"category_scores_gemma":[0.00097434,0.0002292262,0.0005362064,0.0007303686,0.002085039,0.00006329342,0.0002786038,0.001983094,0.0001661512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007438919,"about_ca_system_score_gemma":0.001218644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007209692,"about_ca_topic_score_gemma":0.00001737076,"domain_scores_codex":[0.9934855,0.002896258,0.0007010404,0.0005836807,0.001688889,0.0006446886],"domain_scores_gemma":[0.9927499,0.00443712,0.0003319054,0.0009755082,0.001145465,0.0003600959],"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":[0.000828497,0.0002162868,0.00002348069,0.0008381695,0.007136249,0.00002227005,0.00140545,1.504148e-8,1.376109e-7,0.00005652751,0.008899665,0.9805732],"study_design_scores_gemma":[0.006915087,0.001371159,0.00008453678,0.008688077,0.002999007,0.00009695248,0.0003035538,0.000006179509,0.00001154671,0.000445972,0.9788597,0.0002182369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007612965,0.9901378,0.000003825131,0.0005261454,0.0001006681,0.006687108,0.0001843598,0.00003081146,0.002253171],"genre_scores_gemma":[0.0002951226,0.9976125,0.00007131218,0.00008270364,0.0003133246,0.0007291813,0.0001084149,0.0001001683,0.0006872223],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.980355,"threshold_uncertainty_score":0.9347572,"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."}}