{"id":"W2983021897","doi":"10.1093/geroni/igz038.1466","title":"PHYSICAL FRAILTY, COGNITIVE FRAILTY, AND THE RISK OF DEMENTIA IN THE GAIT AND BRAIN STUDY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Parkwood Institute; Western University","funders":"","keywords":"Dementia; Cognition; Gait; Cognitive decline; Medicine; Cognitive impairment; Cohort; Gerontology; Physical medicine and rehabilitation; Psychology; Psychiatry; Internal medicine; Disease","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":[0.001194871,0.000378761,0.0005242467,0.001025931,0.0004483906,0.0008160115,0.0003592686,0.0005572235,0.001125882],"category_scores_gemma":[0.002822316,0.0002480451,0.0006707535,0.001131427,0.0002287888,0.0003484378,0.0007007184,0.0008262481,0.0001143213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002110828,"about_ca_system_score_gemma":0.0003200147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007477187,"about_ca_topic_score_gemma":0.00891012,"domain_scores_codex":[0.9997171,0.0001141728,0.00002966248,0.00004277887,0.00005048131,0.00004572561],"domain_scores_gemma":[0.9986733,0.0001399526,0.0004635246,0.00009802241,0.0001371489,0.0004881129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006995687,0.00008857311,0.9971517,0.00002779127,0.0003389377,0.00005385116,0.00003651519,0.00005812734,0.0001205038,0.00003525517,0.0001775417,0.001211666],"study_design_scores_gemma":[0.00003017361,0.0001535024,0.9992203,0.00001453671,0.0001182881,0.00006274805,0.00003915608,0.0001824879,0.00002344828,0.00005126311,0.0001004697,0.000003717835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997501,0.001113205,0.00008778584,0.0001031501,0.00002031926,0.00001491112,0.0006764807,0.000003887062,0.0004793461],"genre_scores_gemma":[0.9986902,0.0003228734,0.00008307723,0.00003272454,0.00002590784,0.00001318476,0.000542764,0.000001190351,0.0002879604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007477187,"threshold_uncertainty_score":0.01486737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02406638456241056,"score_gpt":0.3199593527000001,"score_spread":0.2958929681375895,"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."}}