{"id":"W4399017672","doi":"10.21608/zumj.2024.288705.3392","title":"The Relationship between Glycosylated Hemoglobin and Cognitive Dysfunction after Acute Ischemic Stroke","year":2024,"lang":"en","type":"article","venue":"Zagazig University Medical Journal","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemoglobin; Ischemic stroke; Cognition; Stroke (engine); Internal medicine; Cardiology; Ischemia; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001791312,0.0001059255,0.00009702648,0.00007182606,0.0005740388,0.0001279341,0.0001527355,0.0001181318,0.0001667311],"category_scores_gemma":[0.0007335229,0.00006909351,0.00007290866,0.000232547,0.0002943811,0.0002731379,0.00009568536,0.000762506,0.0001015489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004253849,"about_ca_system_score_gemma":0.00008004535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001979005,"about_ca_topic_score_gemma":0.000002338902,"domain_scores_codex":[0.9987947,0.0002041673,0.0001184802,0.000240602,0.0004193954,0.0002226783],"domain_scores_gemma":[0.9978681,0.001731936,0.00003985654,0.00006112853,0.0000242537,0.0002747901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00277037,0.0003181624,0.7969549,0.00004543055,0.0006068892,0.0243114,0.0006701092,0.000001245801,0.002856257,0.006546763,0.01100993,0.1539085],"study_design_scores_gemma":[0.004569052,0.0008795988,0.9341167,0.0002967323,0.00090816,0.001688489,0.0003620019,0.0006540493,0.001318467,0.005626375,0.04915128,0.0004290914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992408,0.0001955152,0.0008407233,0.002656119,0.0002321922,0.0000882111,0.00004164323,0.00005553256,0.003482067],"genre_scores_gemma":[0.9968904,0.0004681137,0.000006424118,0.0003221935,0.00007425075,3.507588e-7,0.000002639392,0.00000660973,0.002229018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1534794,"threshold_uncertainty_score":0.44151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02416578869102294,"score_gpt":0.2549685564815914,"score_spread":0.2308027677905685,"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."}}