{"id":"W4392615423","doi":"","title":"Prevalence of Falls, Physical Performance, and Dual-Task Cost While Walking in Older Adults at High Risk of Falling with and Without Cognitive Impairment","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Falling (accident); Cognitive impairment; Fear of falling; Physical medicine and rehabilitation; Task (project management); Cognition; Falls in older adults; Medicine; Gerontology; Psychology; Human factors and ergonomics; Poison control; Engineering; Medical emergency; Environmental health; Psychiatry","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":[0.0004197742,0.0002572445,0.0004429475,0.001097939,0.0003337185,0.0004674296,0.000311597,0.0004606408,0.0006143955],"category_scores_gemma":[0.001145185,0.0003096112,0.0004793279,0.0009334437,0.000170972,0.0004260699,0.0005214511,0.0003596451,0.0001027559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002618264,"about_ca_system_score_gemma":0.0002094846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01363185,"about_ca_topic_score_gemma":0.0224334,"domain_scores_codex":[0.9997116,0.00003614625,0.00005358638,0.00006278483,0.00008649487,0.00004929326],"domain_scores_gemma":[0.9994521,0.000051225,0.0002646879,0.00002847699,0.00007132698,0.0001321441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003828895,0.00003074046,0.9992373,0.000004435219,0.00002884111,0.00001848062,0.00004533878,0.000009156123,0.00007010411,0.00000351363,0.00002141516,0.0004922861],"study_design_scores_gemma":[0.0000021936,0.000035718,0.9997587,0.000001887922,0.000007957223,0.00004394528,0.00006985485,0.00005476292,0.000008215577,0.00000334937,0.00001209843,0.000001366721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997337,0.00006035979,0.00001459752,0.000005707253,0.000001139224,0.000004064543,0.0001116745,7.001912e-7,0.00006798586],"genre_scores_gemma":[0.9995567,0.00004761744,0.00003883399,0.00001118098,0.000002955197,0.00000684657,0.0002760093,4.382061e-7,0.00005939631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01363185,"threshold_uncertainty_score":0.02710503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08876315657198765,"score_gpt":0.4743805866731927,"score_spread":0.3856174301012051,"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."}}