{"id":"W6907339868","doi":"10.19428/j.cnki.sjpm.2024.24269","title":"Correlation analysis between mild cognitive impairment and the traditional Chinese medicine body constitution types among the elderly in a community in Changning District, Shanghai","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Traditional Chinese Medicine Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Constitution; Cognitive impairment; Traditional Chinese medicine; Cognition; Montreal Cognitive Assessment; Disease; Chinese community","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":[0.003397407,0.0002860682,0.001008023,0.001477714,0.0003887679,0.0001803678,0.0004273265,0.00007343648,0.0006048892],"category_scores_gemma":[0.001252254,0.000150437,0.0001671011,0.003245181,0.001281807,0.0007228688,0.0002141799,0.001120505,0.000001728462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001701396,"about_ca_system_score_gemma":0.0001187819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005213364,"about_ca_topic_score_gemma":0.001255305,"domain_scores_codex":[0.9971697,0.000738591,0.0008544371,0.0002749831,0.0007364653,0.0002258415],"domain_scores_gemma":[0.9949597,0.004206923,0.0003223284,0.000211078,0.0001815157,0.0001184772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003871223,0.0001674016,0.9906408,0.0001537101,0.001235281,0.00005598315,0.003711586,0.0001352042,0.0001006614,0.0005012656,0.001165517,0.00174544],"study_design_scores_gemma":[0.00273013,0.00006972558,0.9830693,0.00247917,0.001423845,0.00002823791,0.00108545,0.002175638,0.00001560902,0.00674909,0.0000311306,0.0001426729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716558,0.02072923,0.0005434048,0.00333237,0.0002319693,0.001046945,0.000135319,0.00002578933,0.002299208],"genre_scores_gemma":[0.9962322,0.002654343,0.000008537545,0.0002041691,0.0004071148,0.0001300711,0.0003165068,0.00001585065,0.00003125112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0245764,"threshold_uncertainty_score":0.7881082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1791522170838574,"score_gpt":0.4976557303549687,"score_spread":0.3185035132711114,"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."}}