{"id":"W4292775054","doi":"10.7759/cureus.28305","title":"Factors Associated With Mild Cognitive Impairment in Patients With Type 2 Diabetes: A Cohort Study","year":2022,"lang":"en","type":"article","venue":"Cureus","topic":"Neurological Disease Mechanisms and Treatments","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Dyslipidemia; Internal medicine; Interquartile range; Cohort; Comorbidity; Coronary artery disease; Type 2 Diabetes Mellitus; Type 2 diabetes; Diabetic retinopathy; Retinopathy; Montreal Cognitive Assessment; Pediatrics; Disease; Cognitive impairment; 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":[0.0007230056,0.0005000703,0.0006435239,0.001146945,0.000963697,0.0009237609,0.0005259587,0.0006128767,0.001204826],"category_scores_gemma":[0.001514411,0.0004397346,0.0008402334,0.001608922,0.0002562189,0.0006920552,0.0006098798,0.0009294593,0.0002457752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003392992,"about_ca_system_score_gemma":0.0004529214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01182792,"about_ca_topic_score_gemma":0.01218598,"domain_scores_codex":[0.9994961,0.00009637354,0.00005744753,0.0001391311,0.00009730001,0.0001135787],"domain_scores_gemma":[0.9991503,0.0000922207,0.0003217763,0.00009431261,0.0001007148,0.0002405614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009774763,0.00007611331,0.9991691,0.000005246431,0.00005702281,0.0001002522,0.00005880391,0.00001000715,0.00006276124,0.000005126217,0.00004517303,0.0003127104],"study_design_scores_gemma":[0.0000133,0.0001402983,0.9992324,0.000004720086,0.00003977917,0.0002173439,0.0001706279,0.00007820663,0.00001169099,0.00001024745,0.00007726742,0.000004073157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991711,0.0001601135,0.00004283187,0.00002762302,0.000008859321,0.00002183986,0.0003639227,0.000001428899,0.000202284],"genre_scores_gemma":[0.9991516,0.0001320303,0.00007515841,0.00004128037,0.00002158718,0.00002664509,0.0004288116,0.000001454494,0.0001215361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01182792,"threshold_uncertainty_score":0.02351815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03966948278045272,"score_gpt":0.252057793421993,"score_spread":0.2123883106415403,"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."}}