{"id":"W4206868117","doi":"","title":"Diagnosis of TCM symptoms and analysis of risk factors of mild cognitive impairment in patients with type 2 diabetes mellitus.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Neurological Disease Mechanisms and Treatments","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Montreal Cognitive Assessment; Logistic regression; Type 2 Diabetes Mellitus; Diabetes mellitus; Phlegm; Risk factor; Cognition; Cognitive impairment; Traditional Chinese medicine; Psychiatry; Disease; Endocrinology; Pathology; Alternative 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001560547,0.0002098307,0.000197481,0.0005012049,0.0002924507,0.0002242307,0.0001144486,0.0002309253,0.001213071],"category_scores_gemma":[0.0006955101,0.0001081593,0.0002323239,0.0004797072,0.0001149527,0.0001784691,0.0001716208,0.0002526524,0.0000885749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001455622,"about_ca_system_score_gemma":0.0002631691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003301989,"about_ca_topic_score_gemma":0.004005447,"domain_scores_codex":[0.999903,0.00002343479,0.0000139387,0.00001633087,0.00002223979,0.00002101827],"domain_scores_gemma":[0.9997612,0.00003541532,0.0001133344,0.000007579188,0.00002178021,0.00006070892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008953612,0.0000404677,0.9980956,0.00001478137,0.00001970234,0.0001651481,0.00002770313,0.0000109387,0.0001659438,0.000007049959,0.00006860804,0.001294404],"study_design_scores_gemma":[0.000008112226,0.00007960592,0.9991461,0.000006404209,0.00001751011,0.0004797513,0.00007173869,0.0000846337,0.00002402173,0.00001581785,0.00006463662,0.000001598681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987596,0.0006552258,0.00003804495,0.00006060741,0.000009394631,0.000007403052,0.0001156704,0.00000147622,0.0003525689],"genre_scores_gemma":[0.9994072,0.0002134511,0.00007652042,0.0000274212,0.00001687627,0.000005791429,0.000135146,3.17885e-7,0.0001172274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003301989,"threshold_uncertainty_score":0.006565511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597796168376679,"score_gpt":0.2121093446783262,"score_spread":0.1961313829945594,"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."}}