{"id":"W3031826088","doi":"10.3760/cma.j.issn.1674-2907.2019.25.014","title":"Family caregivers' burden and its influencing factors in elderly patients with hip fracture and cognitive impairment","year":2019,"lang":"en","type":"article","venue":"Zhonghua xiandai huli zazhi","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family caregivers; Cognitive impairment; Univariate analysis; Montreal Cognitive Assessment; Cognition; Activities of daily living; Caregiver burden; Rating scale; Hip fracture; Coping (psychology); Stepwise regression; Physical therapy; Gerontology; Multivariate analysis; Clinical psychology; Psychology; Psychiatry; Disease; Dementia; 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":[0.0001705938,0.0003119404,0.0004258993,0.0002809062,0.00009882107,0.0000761643,0.00007140669,0.000135288,0.000257641],"category_scores_gemma":[0.0000590643,0.0002325308,0.00004804566,0.0002535274,0.00009434109,0.0003212707,0.00009528857,0.0004125735,0.0000411027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008964812,"about_ca_system_score_gemma":0.0001333449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002731638,"about_ca_topic_score_gemma":0.00002562421,"domain_scores_codex":[0.9979833,0.00007713858,0.0002407814,0.0005504913,0.0006265443,0.0005216997],"domain_scores_gemma":[0.9990151,0.0001361096,0.00008850204,0.0001473735,0.0003081478,0.0003047827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008018517,0.000124188,0.9886282,0.0001913926,0.0001345742,0.00005604944,0.004182833,0.000001566456,0.0006838064,0.000003734665,0.00006727998,0.005124514],"study_design_scores_gemma":[0.01114198,0.002933408,0.9754403,0.0006715896,0.0001299389,0.000007171155,0.007447373,0.00003545793,0.001215554,0.00001174593,0.0006881477,0.0002773281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958044,0.0005470272,0.00001050985,0.0002772266,0.00004971562,0.001801514,0.00003260646,0.0000360609,0.00144099],"genre_scores_gemma":[0.9985763,0.00007309353,0.00001867087,0.00039605,0.00004863857,0.00003133988,0.00008639718,0.00003345732,0.0007360398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0131879,"threshold_uncertainty_score":0.9482329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007195028456090628,"score_gpt":0.2509439826404684,"score_spread":0.2437489541843778,"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."}}