{"id":"W4390499150","doi":"10.1186/s40001-023-01574-w","title":"The association between blood lipids and cognitive impairment in type 2 diabetes mellitus","year":2024,"lang":"en","type":"article","venue":"European journal of medical research","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internal medicine; Montreal Cognitive Assessment; Apolipoprotein B; Medicine; Apolipoprotein E; Type 2 Diabetes Mellitus; Triglyceride; Apolipoprotein A1; Diabetes mellitus; Mini–Mental State Examination; Endocrinology; Lipoprotein; Blood lipids; Type 2 diabetes; Cognitive impairment; Cholesterol; Disease","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0362093,0.00009368998,0.0002254335,0.0003877276,0.000133088,0.000221298,0.0002350006,0.00005656886,0.0002765442],"category_scores_gemma":[0.00731616,0.00005484056,0.00007596237,0.0006818058,0.0002581376,0.00008899325,0.0002182166,0.001922049,0.0001177637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001263408,"about_ca_system_score_gemma":0.0006128151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005150092,"about_ca_topic_score_gemma":0.000003020256,"domain_scores_codex":[0.992234,0.00247508,0.0005145289,0.0001830989,0.004003779,0.0005895348],"domain_scores_gemma":[0.9943977,0.004172048,0.00006164506,0.0000837589,0.0007471556,0.0005376682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002939548,0.0002802607,0.3868952,0.0002009496,0.0009549314,0.003222946,0.0005515321,2.565193e-8,0.0002321976,0.0001235273,0.004205009,0.6030395],"study_design_scores_gemma":[0.003292287,0.005323829,0.9411883,0.003045754,0.0002637912,0.00008400622,0.0009051684,0.0000962518,0.0009492165,0.0002638945,0.04449822,0.00008926564],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622047,0.01794492,0.00001706164,0.01412636,0.0001862698,0.0002451866,0.000002476928,0.000009377322,0.005263661],"genre_scores_gemma":[0.9854615,0.01249083,0.00001276182,0.00009150256,0.0008924447,0.000002927925,0.00000329698,0.00002150282,0.00102319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6029502,"threshold_uncertainty_score":0.9924253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03861864630944807,"score_gpt":0.3850852920107636,"score_spread":0.3464666457013156,"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."}}