{"id":"W4408378654","doi":"10.1016/j.jtcms.2025.03.010","title":"Factors influencing cognitive function in Chinese elderly individuals: The role of traditional Chinese medicine in a large-scale cross-sectional study","year":2025,"lang":"en","type":"article","venue":"Journal of Traditional Chinese Medical Sciences","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China","keywords":"Cognition; Scale (ratio); Traditional Chinese medicine; Function (biology); Cross-sectional study; Medicine; Psychology; Traditional medicine; Gerontology; Alternative medicine; Psychiatry; Geography; Pathology; Biology; Cartography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006514979,0.0002945903,0.0006969217,0.001368404,0.0003074328,0.00006113344,0.000488873,0.0001432737,0.001356369],"category_scores_gemma":[0.005214376,0.0001447487,0.0002482756,0.00296127,0.001190179,0.0006237882,0.000072538,0.001139907,0.000002236538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001447069,"about_ca_system_score_gemma":0.001283518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001540241,"about_ca_topic_score_gemma":0.0004423409,"domain_scores_codex":[0.9930841,0.0004223986,0.001494109,0.0003738621,0.004208656,0.000416872],"domain_scores_gemma":[0.9954463,0.003361121,0.0004263858,0.0001015448,0.0003763336,0.0002883216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004413763,0.003434947,0.9929078,0.00003779371,0.0001722313,0.00005528861,0.001701283,0.00003735433,0.000168923,0.0002527928,0.00003253566,0.0007576904],"study_design_scores_gemma":[0.006352593,0.003425902,0.953369,0.0005045747,0.00006596883,0.000115491,0.00407129,0.0004223767,0.00001485556,0.03153196,0.00001482548,0.0001111987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941267,0.0005711825,0.0001165797,0.001909106,0.0005635772,0.0005440412,0.00005608657,0.000009483554,0.002103269],"genre_scores_gemma":[0.9987697,0.00002803186,0.00002179752,0.0003703817,0.0006844033,0.00003843147,0.00004868662,0.000008246511,0.00003031559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03953882,"threshold_uncertainty_score":0.9995565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04520959988631766,"score_gpt":0.3720280675837865,"score_spread":0.3268184676974688,"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."}}