{"id":"W4396229540","doi":"10.1159/000538598","title":"Impaired Standing Balance in Older Adults with Cognitive Impairment after a Severe Fall","year":2024,"lang":"en","type":"article","venue":"Gerontology","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Balance (ability); Cognitive impairment; Cognition; Physical medicine and rehabilitation; Medicine; Dementia; Gerontology; Psychology; Disease; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003502162,0.0001955214,0.0003248221,0.0001253408,0.0001175953,0.00001090039,0.00008556342,0.0002566741,0.0001980353],"category_scores_gemma":[0.00002092495,0.0001547247,0.00005441745,0.0001867661,0.00006315271,0.0001693868,0.00006048661,0.0005508772,0.0002933284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002930123,"about_ca_system_score_gemma":0.0002006988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000448508,"about_ca_topic_score_gemma":0.0109679,"domain_scores_codex":[0.9979682,0.0003644264,0.0003799605,0.0004607884,0.0001407793,0.0006858505],"domain_scores_gemma":[0.9993556,0.0002385396,0.00008309389,0.0001630734,0.00006590632,0.00009384791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004593072,0.0007074574,0.9227284,0.002266309,0.0001782777,0.0009369468,0.05172453,4.409531e-7,0.0001012542,0.0007834115,0.006105171,0.009874745],"study_design_scores_gemma":[0.004070567,0.0002892146,0.9837579,0.003724362,0.00003380276,0.00003645377,0.006372613,0.0004503751,6.344462e-7,0.0002933822,0.0007471968,0.0002235357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908392,0.002265628,0.0007637244,0.0005300447,0.000707573,0.001227543,0.00006978853,0.0001656957,0.003430757],"genre_scores_gemma":[0.9963602,0.0001115696,0.000184655,0.0005506072,0.0001609402,0.0008270815,0.00005512634,0.00002923725,0.001720616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06102948,"threshold_uncertainty_score":0.6309488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01930476350244259,"score_gpt":0.3371264585658497,"score_spread":0.3178216950634071,"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."}}