{"id":"W4385634831","doi":"10.7717/peerj.15826","title":"Mild cognitive impairment in type 2 diabetes is associated with fibrinogen-to-albumin ratios","year":2023,"lang":"en","type":"article","venue":"PeerJ","topic":"Blood properties and coagulation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Heilongjiang Province; Harbin Medical University","keywords":"Medicine; Internal medicine; Diabetes mellitus; Montreal Cognitive Assessment; Quartile; Type 2 diabetes; Dementia; Logistic regression; Population; Physical therapy; Disease; Confidence interval; 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":[0.0007099481,0.0003941348,0.0003735972,0.001151358,0.0004102581,0.000741614,0.0002394215,0.0003836883,0.001663051],"category_scores_gemma":[0.002560654,0.0002201729,0.0005315943,0.001518451,0.0002504725,0.0003052313,0.0003803424,0.0007713693,0.0001930657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001800797,"about_ca_system_score_gemma":0.0002124076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002724142,"about_ca_topic_score_gemma":0.002175409,"domain_scores_codex":[0.9995375,0.0001056901,0.00009751286,0.00009223954,0.0001033162,0.00006383838],"domain_scores_gemma":[0.9977459,0.0003808602,0.00130918,0.0001055968,0.0002066037,0.0002518251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008494192,0.00001874854,0.998305,0.000009120889,0.00004693718,0.00009224659,0.00002163737,0.00001666013,0.0001186403,0.00001140708,0.00006305086,0.001211556],"study_design_scores_gemma":[0.000002047195,0.00003287906,0.9993187,0.000005196422,0.00002819791,0.0003067635,0.00003696054,0.00009737184,0.00003765475,0.00004062292,0.00009086975,0.00000275872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972044,0.001170126,0.000212255,0.00008659301,0.00002624942,0.00000953615,0.000248749,0.00001125306,0.001030774],"genre_scores_gemma":[0.999319,0.0001861448,0.0001305631,0.00002290929,0.00002895459,0.000004843969,0.0001554894,0.000001497866,0.0001506877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002724142,"threshold_uncertainty_score":0.005563498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02887209246042883,"score_gpt":0.2672152773753449,"score_spread":0.2383431849149161,"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."}}