{"id":"W4402548426","doi":"10.1016/j.archger.2024.105638","title":"Cognitive functioning and falls in older people: A systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Archives of Gerontology and Geriatrics","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council","keywords":"Meta-analysis; Cognition; Psychology; MEDLINE; Cognitive skill; Gerontology; Human factors and ergonomics; Medicine; Poison control; Physical medicine and rehabilitation; Psychiatry; Medical emergency; Political science; Internal 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":[0.008504742,0.002652304,0.01693442,0.007806306,0.000662489,0.002481244,0.001875883,0.002044775,0.002572047],"category_scores_gemma":[0.02139021,0.001157351,0.02604409,0.008057543,0.0006099915,0.001433361,0.001239837,0.001080429,0.0001933625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002227533,"about_ca_system_score_gemma":0.004144204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007954549,"about_ca_topic_score_gemma":0.01796415,"domain_scores_codex":[0.9954242,0.001669866,0.001585199,0.0005306734,0.0005971148,0.0001929549],"domain_scores_gemma":[0.9891621,0.007120607,0.002421063,0.0002650016,0.0008672124,0.0001640657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001438982,0.00004366989,0.006352881,0.5770236,0.3955662,0.0001920763,0.0001026048,0.0004153836,0.0002311061,0.000101366,0.0006377736,0.01789442],"study_design_scores_gemma":[0.0005479627,0.0002704749,0.006847209,0.06016354,0.9299554,0.0002118465,0.00005956607,0.0001645248,0.0001152269,0.0001424069,0.001496425,0.00002542754],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004184728,0.9947286,0.0002216422,0.0001074369,0.0000624093,0.0001875075,0.0003801572,0.00001288426,0.0001146099],"genre_scores_gemma":[0.1174583,0.8784124,0.001536871,0.0004840819,0.0001695646,0.001016798,0.0007181624,0.00001229906,0.0001915411],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01693442,"threshold_uncertainty_score":0.04497796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08378691374100741,"score_gpt":0.4184040714641774,"score_spread":0.3346171577231699,"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."}}