{"id":"W4388612862","doi":"10.21608/scumj.2023.324133","title":"Prevalence of Cognitive Impairment among Type 2 Diabetes Mellitus Patients Attending Family Medicine Clin-ic in Suez Canal University Hospital","year":2023,"lang":"en","type":"article","venue":"Suez Canal University Medical Journal","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Suez canal; Medicine; Cognitive impairment; Diabetes mellitus; Type 2 Diabetes Mellitus; University hospital; Family medicine; Internal medicine; Pediatrics; Gerontology; 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":[0.0002178109,0.0002079941,0.0002081679,0.001045615,0.0006348363,0.0003745511,0.0002514976,0.000336997,0.002093139],"category_scores_gemma":[0.0007582335,0.0001878873,0.0001615914,0.0009185265,0.0001710314,0.0002436579,0.0002970083,0.0002240747,0.000139042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006306013,"about_ca_system_score_gemma":0.0007147088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02618271,"about_ca_topic_score_gemma":0.03984107,"domain_scores_codex":[0.9997954,0.00002838469,0.00002061538,0.0000346207,0.00004753093,0.00007344806],"domain_scores_gemma":[0.9996064,0.00004968459,0.0001604086,0.00001175774,0.00005381107,0.0001179467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003250638,0.00003782778,0.998338,0.00001178043,0.00000876088,0.0002950899,0.0001498967,0.000006558917,0.0001003947,0.000003491517,0.0001192915,0.0008963853],"study_design_scores_gemma":[0.000004895675,0.00004902845,0.9988613,0.000008822971,0.0000064482,0.0003507869,0.0005547976,0.00002593718,0.0000272681,0.00000344915,0.0001053074,0.000002120936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995683,0.0001237429,0.000004715638,0.00004249951,0.000002202642,0.000004451904,0.00007703708,0.000001304046,0.0001758273],"genre_scores_gemma":[0.999541,0.0001513125,0.00002055619,0.00003138328,0.000005217204,0.000006119094,0.0001207819,3.612506e-7,0.0001231925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02618271,"threshold_uncertainty_score":0.0520606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702661539348674,"score_gpt":0.2635277172969877,"score_spread":0.246501101903501,"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."}}