{"id":"W2963982118","doi":"10.1159/000501168","title":"Exploring Cognitive Frailty: Prevalence and Associations with Other Frailty Domains in Older People with Different Degrees of Cognitive Impairment","year":2019,"lang":"en","type":"article","venue":"Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Gerontology; Clinical Dementia Rating; Dementia; Cognitive decline; Cognitive impairment; Medicine; Effects of sleep deprivation on cognitive performance; Montreal Cognitive Assessment; Psychology; Psychiatry; Disease; 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":[0.001833295,0.0002302695,0.0003727922,0.001976,0.0002999874,0.0004936485,0.0003116389,0.0004426896,0.0007239911],"category_scores_gemma":[0.003873381,0.0001442472,0.0005486894,0.001344251,0.0003193071,0.0004149905,0.0007517744,0.0004103491,0.0001137714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002129795,"about_ca_system_score_gemma":0.0002732153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004249844,"about_ca_topic_score_gemma":0.005747486,"domain_scores_codex":[0.9993674,0.0001901576,0.0001016263,0.0001245131,0.0001439366,0.0000724318],"domain_scores_gemma":[0.9978318,0.0006095886,0.0008815585,0.0001113029,0.0003036099,0.0002622151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003804137,0.00001828943,0.9990352,0.00001154569,0.00003022713,0.00001058474,0.00008969806,0.00001221711,0.00004652578,0.000003310693,0.000009525747,0.000694851],"study_design_scores_gemma":[0.000001739288,0.00004782296,0.9997225,0.000004065978,0.0000109251,0.00005485471,0.00009060864,0.00002951292,0.00001409869,0.000006289216,0.00001645414,0.000001091574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994548,0.0001875089,0.00005443318,0.000009932133,0.000001204726,0.000008228188,0.0001634009,0.000001025165,0.0001195526],"genre_scores_gemma":[0.999557,0.00008828354,0.0001088126,0.000007064376,0.00000300794,0.00001423338,0.0001929938,4.283844e-7,0.00002822767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004249844,"threshold_uncertainty_score":0.00969547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06217671148748176,"score_gpt":0.2997827736822037,"score_spread":0.237606062194722,"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."}}