{"id":"W4390080419","doi":"10.1093/geroni/igad104.3412","title":"IMPACT OF DUAL-TASKING AND DEMENTIA DISEASE SEVERITY ON POSTURE, GAIT, AND FUNCTIONAL MOBILITY IN RESIDENTIAL CARE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gait; Physical medicine and rehabilitation; Dementia; Trunk; Task (project management); Cognition; Jerk; STRIDE; Preferred walking speed; Psychology; Medicine; Disease; Internal medicine; Neuroscience","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":[0.0005249133,0.0003207038,0.0003314985,0.0005126172,0.0003700506,0.0004961449,0.0002246907,0.0002488218,0.001688459],"category_scores_gemma":[0.002939021,0.0001381454,0.0003626463,0.0002895529,0.0001997912,0.000245716,0.0007007188,0.0003349364,0.0001753542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003694735,"about_ca_system_score_gemma":0.0002299812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006477716,"about_ca_topic_score_gemma":0.01223057,"domain_scores_codex":[0.9995068,0.0001364254,0.00006436642,0.00006082989,0.0001374708,0.00009406381],"domain_scores_gemma":[0.9989474,0.0001430731,0.0003935756,0.00006341912,0.0001971404,0.0002553988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008880291,0.0002375506,0.9879567,0.00003319392,0.00009961212,0.0002007706,0.0002139004,0.00007397124,0.001325671,0.00001141307,0.0001317898,0.00882746],"study_design_scores_gemma":[0.000004751519,0.000232254,0.999215,0.000004470779,0.00001189422,0.0001013284,0.0001206989,0.0001615373,0.0001008177,0.00001164829,0.00003344876,0.000002175352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996693,0.00006516184,0.00003416707,0.00001078988,0.000002397528,0.000003398309,0.00004608125,0.000001608142,0.0001672383],"genre_scores_gemma":[0.9997818,0.00001648596,0.00005603684,0.000007211489,0.000001885094,0.000003690392,0.00006229936,3.335939e-7,0.00007019291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006477716,"threshold_uncertainty_score":0.01288003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03242751353750366,"score_gpt":0.3779363750529751,"score_spread":0.3455088615154714,"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."}}