{"id":"W3112353758","doi":"10.1002/alz.046544","title":"Functional fitness assessments predict cognitive outcomes","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Psychology; Test (biology); Psychological intervention; Physical medicine and rehabilitation; Gerontology; Cognitive impairment; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000752523,0.0006020364,0.0002551842,0.000712814,0.0002498788,0.0006690099,0.00024162,0.000532909,0.003628874],"category_scores_gemma":[0.004191873,0.0001396217,0.0003750131,0.0003344788,0.0001572903,0.0003142156,0.0004304641,0.0004894363,0.0007600916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001980344,"about_ca_system_score_gemma":0.0002292355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004225472,"about_ca_topic_score_gemma":0.006352115,"domain_scores_codex":[0.999731,0.0000689733,0.00003056063,0.00006386755,0.00005191632,0.00005372701],"domain_scores_gemma":[0.9983992,0.0004874349,0.0004835773,0.00007240387,0.000309674,0.0002476577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000114868,0.000151622,0.9944686,0.00001248885,0.00006659858,0.00002101794,0.00003756445,0.000166857,0.0001374436,0.00001657216,0.0002148793,0.004591414],"study_design_scores_gemma":[0.000006935362,0.0001833758,0.9984805,0.00001185912,0.00003082937,0.00003750333,0.00004972153,0.0009185694,0.00007639699,0.00005605423,0.0001453637,0.000002916169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977999,0.0002815754,0.0001774326,0.0001120899,0.00001148031,0.00001088649,0.000331054,0.00001085773,0.001264604],"genre_scores_gemma":[0.9992939,0.00005629058,0.00008635796,0.00002096856,0.000008884644,0.000007074908,0.000226099,9.848787e-7,0.0002994123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004225472,"threshold_uncertainty_score":0.0121398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06664545606275334,"score_gpt":0.3275359003336243,"score_spread":0.260890444270871,"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."}}