{"id":"W7124387643","doi":"","title":"Status quo and influencing factors of frailty of community⁃dwelling elderly people","year":2025,"lang":"zh","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Elderly people; Incidence (geometry); Status quo; Psychological intervention; Older people; Stratified sampling; China","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":[0.0005101142,0.0001450977,0.0001638733,0.000650734,0.0003801648,0.0003494699,0.0001616742,0.0001979247,0.001389105],"category_scores_gemma":[0.001611947,0.00007872227,0.0001691307,0.0005246801,0.0002380485,0.0003781228,0.0003064043,0.0002342419,0.00008841186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00025195,"about_ca_system_score_gemma":0.0003317982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0085074,"about_ca_topic_score_gemma":0.01231722,"domain_scores_codex":[0.9998037,0.00004189799,0.00002590064,0.00003095947,0.0000487807,0.00004888702],"domain_scores_gemma":[0.9993039,0.00006913399,0.0003306638,0.00001863554,0.0001076851,0.0001699145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002259624,0.00002243765,0.9970205,0.00001803088,0.00001575026,0.00003324293,0.0001543444,0.0000125234,0.00007401528,0.00001904669,0.00007841181,0.002528973],"study_design_scores_gemma":[0.000001501368,0.00003351254,0.99943,0.00000861262,0.000006448617,0.00005900939,0.0002595559,0.00005695215,0.00001130227,0.00002926229,0.0001022725,0.000001547036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983662,0.0007343735,0.00005232258,0.0001521914,0.000009017123,0.000007098793,0.0001869827,0.000001604403,0.0004902502],"genre_scores_gemma":[0.9994481,0.0002576903,0.00003910857,0.00002374477,0.00001130451,0.000004625845,0.0001136689,2.92267e-7,0.0001015352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0085074,"threshold_uncertainty_score":0.01691574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2276150644361073,"score_gpt":0.5309558729520386,"score_spread":0.3033408085159313,"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."}}