{"id":"W4317528858","doi":"10.1016/j.clineuro.2023.107607","title":"Early cognitive dysfunction after stroke and related risk factors in the high-altitude and multi-ethnic region of Qinghai, China: A multi-center cross-sectional study","year":2023,"lang":"en","type":"article","venue":"Clinical Neurology and Neurosurgery","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Odds ratio; Stroke (engine); Confidence interval; Montreal Cognitive Assessment; Context (archaeology); Internal medicine; Cross-sectional study; Demography; Cognition; Body mass index; Physical therapy; Gerontology; Cognitive impairment; Psychiatry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008062787,0.0005207064,0.0003365032,0.0006233327,0.0008279805,0.0004858697,0.0002971715,0.0004329034,0.0006717652],"category_scores_gemma":[0.0006584295,0.0003735361,0.0004414199,0.00096335,0.0002960533,0.0004678899,0.0002994684,0.0003715347,0.0001007729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006935724,"about_ca_system_score_gemma":0.0007113565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03679748,"about_ca_topic_score_gemma":0.04780794,"domain_scores_codex":[0.9997023,0.00007363106,0.00003286604,0.00006753609,0.00005402208,0.00006959664],"domain_scores_gemma":[0.999318,0.00006420432,0.0002276352,0.00004062475,0.0001010962,0.0002483267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004484508,0.00004704733,0.9991059,0.00000733556,0.0000542342,0.00007727872,0.0001542118,0.00002030139,0.0001602892,0.000004595364,0.00004216117,0.0002817477],"study_design_scores_gemma":[0.000005394286,0.00006676792,0.999624,0.000002231691,0.00001561766,0.00005486562,0.0001291517,0.000058998,0.000008368582,0.000002891338,0.00002955838,0.000002031333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996227,0.00008254743,0.00003097758,0.00002277264,0.000003022158,0.00001086595,0.0001495512,0.000001005004,0.00007660023],"genre_scores_gemma":[0.9995884,0.00005020056,0.00004071725,0.00002970172,0.000007649603,0.00001142815,0.0001966691,4.638871e-7,0.00007484457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03679748,"threshold_uncertainty_score":0.07316655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04658577448854581,"score_gpt":0.3319523292786366,"score_spread":0.2853665547900908,"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."}}