{"id":"W4414999664","doi":"10.5114/fmpcr.2025.153093","title":"The association between the severity of cognitive impairment and the risk of falls in patients with dementia","year":2025,"lang":"en","type":"article","venue":"Family Medicine & Primary Care Review","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Association (psychology); Cognitive impairment; Cognition; Poison control; Human factors and ergonomics; Occupational safety and health; Falls in older adults","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001794654,0.0001154867,0.0006405901,0.00004689598,0.00007371761,0.000002658651,0.00008966179,0.00004079756,0.000004668131],"category_scores_gemma":[0.001271393,0.00004177356,0.0001041249,0.0003474299,0.0003299775,0.00002637679,0.00004937562,0.0002144975,5.054436e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001553958,"about_ca_system_score_gemma":0.0001761512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001358094,"about_ca_topic_score_gemma":0.00001437971,"domain_scores_codex":[0.9981695,0.0005704188,0.0005499577,0.0001345612,0.0004588856,0.0001166067],"domain_scores_gemma":[0.9956959,0.003166941,0.000431205,0.0002224277,0.0004569746,0.00002657498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002075145,0.00003304056,0.9274936,0.002585616,0.0004366703,1.31247e-7,0.0005417598,8.05986e-8,5.593539e-7,0.00001954721,0.0007683962,0.06791311],"study_design_scores_gemma":[0.004864118,0.0004047638,0.9741532,0.01393002,0.002322029,1.849036e-7,0.001113142,5.786677e-7,0.000002657805,0.00002193186,0.003150626,0.00003677399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7310618,0.2610862,0.00002911377,0.002326047,0.0001054267,0.002708098,0.00003970491,0.000005365179,0.002638314],"genre_scores_gemma":[0.8621221,0.135748,0.00002277871,0.001899682,0.00002623997,0.00006104532,0.00006844723,0.000005637391,0.00004612684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1310603,"threshold_uncertainty_score":0.1703476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007011010826203709,"score_gpt":0.2664997587743528,"score_spread":0.2594887479481491,"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."}}