{"id":"W2365360281","doi":"","title":"Clinical Relevance Analysis and Risk Factors Screening between Cognitive Impairment and Diabetes","year":2013,"lang":"en","type":"article","venue":"Zhongguo Yike Daxue xuebao","topic":"Neurological Disease Mechanisms and Treatments","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Cognition; Montreal Cognitive Assessment; Medicine; Type 2 diabetes; Internal medicine; Logistic regression; Drug-naïve; Clinical psychology; Cognitive impairment; Drug; Endocrinology; Psychiatry","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":[0.0005311709,0.0002963778,0.0003418465,0.000965376,0.0003616,0.0003519658,0.0002583237,0.0002466144,0.001433586],"category_scores_gemma":[0.002584771,0.0001076366,0.0003118416,0.0009606238,0.0002392011,0.0002078791,0.000225486,0.0003640743,0.0001150372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002239858,"about_ca_system_score_gemma":0.0004998382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002769486,"about_ca_topic_score_gemma":0.002158577,"domain_scores_codex":[0.9995666,0.0001554039,0.0000576357,0.00007386891,0.00009289877,0.00005352973],"domain_scores_gemma":[0.9990242,0.0002575302,0.0003370468,0.00004296371,0.0001411577,0.0001972542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001663115,0.00004066771,0.9960726,0.00001672541,0.00003724885,0.000124919,0.00001751847,0.00003686154,0.0001511278,0.00001763559,0.00007788317,0.003240391],"study_design_scores_gemma":[0.00001381242,0.0001250603,0.9983542,0.000006132801,0.00005101569,0.0006984989,0.00006257718,0.0003076141,0.0001011699,0.00009003358,0.0001863069,0.000003604181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959996,0.001696122,0.0003653771,0.0001473724,0.00002322231,0.00003434593,0.0002028019,0.000009294432,0.001521902],"genre_scores_gemma":[0.9993794,0.0001280823,0.0001621667,0.00002294509,0.00002060118,0.000009693352,0.0001132618,6.288733e-7,0.0001631844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002769486,"threshold_uncertainty_score":0.005506694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0406999921145165,"score_gpt":0.3001671744953444,"score_spread":0.2594671823808279,"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."}}