{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001407995,0.0001030041,0.0002309791,0.0002080634,0.00003800698,0.00002458614,0.00007944518,0.00003125159,0.00001619462],"category_scores_gemma":[0.0008327615,0.00006303937,0.00001543347,0.0008961246,0.0001585342,0.00009910599,0.00007984559,0.0003519246,0.000004174701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001415506,"about_ca_system_score_gemma":0.00002368004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003795846,"about_ca_topic_score_gemma":0.0001257458,"domain_scores_codex":[0.9988192,0.0002204609,0.0003593497,0.0001983123,0.0002729864,0.0001297307],"domain_scores_gemma":[0.9983634,0.001164615,0.0001622571,0.0001816508,0.0001179986,0.00001002198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001108569,0.0002179106,0.9549811,0.00004582707,0.00007085683,0.0000047337,0.03223741,0.000005806023,0.0008269934,0.002000063,0.0001162176,0.009382264],"study_design_scores_gemma":[0.008449072,0.0001566049,0.9711213,0.0002224146,0.00006091961,0.000007275506,0.01571292,0.001378517,0.0002865121,0.002468263,0.00006401735,0.00007214366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927437,0.00008752826,0.0001038352,0.004526898,0.00004367454,0.001169505,0.000005337622,0.000009465034,0.001310027],"genre_scores_gemma":[0.9986966,0.000008742509,0.00004380357,0.001082,0.00004489614,0.00003977876,0.000008731869,0.000009550378,0.00006590712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01652449,"threshold_uncertainty_score":0.2570671,"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."}}