{"id":"W2998383291","doi":"10.21037/atm.2019.12.113","title":"The factors contributing to cognitive dysfunction in type 2 diabetic patients","year":2020,"lang":"en","type":"article","venue":"Annals of Translational Medicine","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Dementia; Medicine; Montreal Cognitive Assessment; Internal medicine; Risk factor; Cognition; Clinical Dementia Rating; Waist; Diabetes mellitus; Type 2 Diabetes Mellitus; Type 2 diabetes; Gerontology; Obesity; Psychiatry; Disease; Endocrinology","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":[0.0004067834,0.0003943693,0.0004011864,0.0008756659,0.0005430758,0.0007161031,0.0002547729,0.0004818104,0.001301955],"category_scores_gemma":[0.001413745,0.0001959732,0.0004921915,0.001321314,0.0001708531,0.0002673546,0.0002638844,0.0006910448,0.000161926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002044244,"about_ca_system_score_gemma":0.0003047463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003102682,"about_ca_topic_score_gemma":0.003308679,"domain_scores_codex":[0.999658,0.00008948696,0.00005235822,0.00005511339,0.00007747687,0.00006759309],"domain_scores_gemma":[0.9993063,0.0001139856,0.0003576851,0.00003072629,0.00005692159,0.0001343224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001184,0.00004717407,0.9980678,0.00001310506,0.00004459737,0.0001775659,0.00003029396,0.00001825033,0.00007466182,0.000007119027,0.0000482524,0.001352726],"study_design_scores_gemma":[0.000007619573,0.000097023,0.9987362,0.000009760633,0.00005189217,0.0007020655,0.0001186655,0.0001069572,0.00003175125,0.00003150068,0.0001027677,0.000003791474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980471,0.001168858,0.00007002489,0.00006879831,0.00001382999,0.000007634101,0.0001533529,0.000003136948,0.0004673547],"genre_scores_gemma":[0.9992298,0.0003617709,0.00008911333,0.00004682228,0.00002863886,0.000006031622,0.0001385213,8.440742e-7,0.00009855071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003102682,"threshold_uncertainty_score":0.00616926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07684355590100217,"score_gpt":0.3495204823978383,"score_spread":0.2726769264968362,"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."}}