{"id":"W2947918844","doi":"10.1093/geroni/igz010","title":"Cognitive Function as a Predictor of Major Mobility Disability in Older Adults: Results From the LIFE Study.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"National Institute on Aging","keywords":"Cognition; Hazard ratio; Preferred walking speed; Medicine; Psychological intervention; Cognitive decline; Physical medicine and rehabilitation; Confidence interval; Gerontology; Psychology; Dementia; Physical therapy; Internal medicine; Psychiatry; 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":[0.001900831,0.0004430467,0.0003750968,0.0008316055,0.0004800558,0.0006142907,0.0004181891,0.0005633581,0.0007415176],"category_scores_gemma":[0.00350358,0.0003552499,0.0008713466,0.0008996183,0.0002111247,0.0004803421,0.0007273521,0.0008976823,0.0001961905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003315254,"about_ca_system_score_gemma":0.0004300167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0118888,"about_ca_topic_score_gemma":0.01652211,"domain_scores_codex":[0.999568,0.0001516997,0.00006327107,0.00005758562,0.00008743649,0.00007188365],"domain_scores_gemma":[0.9979625,0.0002559858,0.0007777332,0.0000991693,0.0002856865,0.000619114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003088951,0.0001670597,0.9979626,0.00001841406,0.0001434191,0.00002853566,0.00008387912,0.00002226878,0.00004030879,0.000005944118,0.0001708264,0.001047842],"study_design_scores_gemma":[0.00003289447,0.0001997901,0.9994667,0.000006938155,0.0000544221,0.0000287685,0.00006510405,0.00004964175,0.00001088041,0.000006504325,0.00007640145,0.000002078457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979596,0.0004822649,0.00004598467,0.00008329219,0.00001199098,0.0000297944,0.001115206,0.000003965247,0.000267749],"genre_scores_gemma":[0.9980924,0.0001631062,0.00009914882,0.00006514318,0.00001531659,0.00004200632,0.001299366,0.000001899275,0.0002217037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0118888,"threshold_uncertainty_score":0.0236392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02411623682949609,"score_gpt":0.3083171364432071,"score_spread":0.284200899613711,"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."}}