{"id":"W2310717274","doi":"10.1093/gerona/glw044","title":"Disentangling Cognitive-Frailty: Results From the Gait and Brain Study","year":2016,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Parkwood Institute; Western University","funders":"Ontario Ministry of Research and Innovation; Canadian Institutes of Health Research; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Dementia; Cognition; Hazard ratio; Cognitive decline; Gait; Medicine; Physical medicine and rehabilitation; Proportional hazards model; Confidence interval; Gerontology; Psychology; Physical therapy; Psychiatry; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003218188,0.0006421327,0.0007919326,0.001421394,0.0004328967,0.001063431,0.0005617518,0.0007121277,0.0009239206],"category_scores_gemma":[0.00630024,0.0002797337,0.001340885,0.001642241,0.0002390957,0.0005308795,0.001019452,0.0008039706,0.000279368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002767568,"about_ca_system_score_gemma":0.0004392961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007251523,"about_ca_topic_score_gemma":0.01218854,"domain_scores_codex":[0.9991597,0.0002948173,0.0001278058,0.0001326067,0.0001763447,0.0001086671],"domain_scores_gemma":[0.9968822,0.000616667,0.0009189345,0.0002351955,0.000609611,0.000737301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009619669,0.0001077118,0.994316,0.00005587828,0.000676109,0.00006164969,0.00008334182,0.00008522737,0.0000440346,0.00002617692,0.0004174139,0.003164456],"study_design_scores_gemma":[0.00009205134,0.0002347905,0.9986994,0.00003084416,0.0003142815,0.00007381327,0.00007392775,0.0001669361,0.00001642839,0.00005686278,0.000233108,0.000007530985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940196,0.001804141,0.00017615,0.0001949703,0.00002821154,0.00004690438,0.002996042,0.000007825602,0.0007261791],"genre_scores_gemma":[0.9949262,0.0005191854,0.0001682545,0.0000812729,0.00003317371,0.00005034553,0.003977822,0.00000534122,0.0002384476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007251523,"threshold_uncertainty_score":0.01701963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07568630182936738,"score_gpt":0.3470820604680258,"score_spread":0.2713957586386584,"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."}}