{"id":"W7117544062","doi":"10.1186/s13690-025-01782-2","title":"Prevalence and associated factors of intrinsic capacity based on Andersen Model among older adults: a national cross-sectional study in China","year":2025,"lang":"en","type":"article","venue":"Archives of Public Health","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"National Social Science Fund of China; Guangzhou University; Guangzhou University of Chinese Medicine","keywords":"Multinomial logistic regression; Public health; Logistic regression; China; Cross-sectional study; Health services research; Intervention (counseling); Functional impairment; Socioeconomic status","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006692263,0.0001123143,0.0002604811,0.0005403146,0.00005599665,0.00001870466,0.00008809577,0.0000303116,0.00002113357],"category_scores_gemma":[0.0006016061,0.0001029032,0.00004852656,0.0002789408,0.0002413012,0.0001224452,0.00005426266,0.0001703883,9.516097e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001756706,"about_ca_system_score_gemma":0.001206816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005970002,"about_ca_topic_score_gemma":0.0003929992,"domain_scores_codex":[0.9984837,0.0001741882,0.0004277482,0.0002759476,0.0004225999,0.0002157903],"domain_scores_gemma":[0.9992324,0.0002592161,0.0001824698,0.0001518406,0.00006590543,0.0001081941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009183694,0.001817319,0.9923053,0.001084732,0.00006586413,6.200562e-7,0.001520028,0.0005259456,0.000001379683,0.002030178,0.00002998122,0.0005268611],"study_design_scores_gemma":[0.003586523,0.0002809919,0.9373639,0.0003655436,0.000008106152,7.465615e-8,0.0004488899,0.05725038,0.000001688623,0.0006414781,8.725367e-7,0.00005158474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939816,0.00002635284,0.0004372035,0.0006784899,0.00002848276,0.0009003259,0.00009000263,0.00002340732,0.003834106],"genre_scores_gemma":[0.9995944,0.00001758457,0.00007413685,0.0001236557,0.000006699031,0.00002331765,0.00005331497,0.000005969433,0.000100897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05672444,"threshold_uncertainty_score":0.4196271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05348928071750101,"score_gpt":0.3496223033602039,"score_spread":0.2961330226427029,"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."}}