{"id":"W4200069357","doi":"10.1093/geroni/igab046.2617","title":"The Effects of Mild Cognitive Impairment on Fall Severity in Older Adults","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Falls in older adults; Cognitive impairment; Montreal Cognitive Assessment; Poison control; Balance (ability); Age groups; Injury prevention; Cognition; Gerontology; Physical therapy; Demography; Psychiatry; Medical emergency","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":[0.000847882,0.0003592092,0.0003999263,0.0008859611,0.0005658824,0.0005773153,0.000309546,0.0005163884,0.002239299],"category_scores_gemma":[0.007131105,0.000146443,0.0009061603,0.0005097829,0.0002154529,0.000429177,0.0005681239,0.0005420612,0.0002904714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003557299,"about_ca_system_score_gemma":0.0003733366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01102633,"about_ca_topic_score_gemma":0.02154016,"domain_scores_codex":[0.9992555,0.0001898693,0.0001192259,0.00008005906,0.0002533465,0.0001019581],"domain_scores_gemma":[0.9969966,0.0004240463,0.00131004,0.00008804666,0.0005082146,0.0006730313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006499195,0.0002275159,0.9923837,0.00004913835,0.0001953006,0.00005718803,0.0001065943,0.00004412983,0.000136327,0.00001309704,0.000307611,0.005829525],"study_design_scores_gemma":[0.000005924368,0.0002073346,0.9995115,0.000009836113,0.00002520448,0.00003731743,0.0000677425,0.00004308247,0.00001276306,0.00001824209,0.00005870284,0.000002306354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973183,0.0008984487,0.00003666899,0.0001495324,0.00002408256,0.00002122939,0.0003676801,0.000005317485,0.00117864],"genre_scores_gemma":[0.9993255,0.000137522,0.00005452662,0.00005098625,0.00002021838,0.000009510703,0.0001826927,6.875169e-7,0.0002183081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01102633,"threshold_uncertainty_score":0.02192426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01632248845191401,"score_gpt":0.349293873613133,"score_spread":0.332971385161219,"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."}}