{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000795896,0.0001775096,0.0002815963,0.0001034182,0.0001232055,0.00002394404,0.00007243938,0.0003238405,0.000003579514],"category_scores_gemma":[0.0007400847,0.0001347447,0.0000911744,0.0001340949,0.0004954459,0.00001406787,0.0001574139,0.0005573611,0.000003006553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001040118,"about_ca_system_score_gemma":0.00001500939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006367488,"about_ca_topic_score_gemma":0.0001160847,"domain_scores_codex":[0.9976835,0.0008240021,0.0005470806,0.0006199724,0.0000975377,0.0002278814],"domain_scores_gemma":[0.9989074,0.0006194976,0.0001755856,0.0001834692,0.00003961762,0.00007436686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001178944,0.0006284544,0.9967071,0.00000932193,0.00006384746,0.0001439089,0.0001609992,0.000004355932,0.0008564723,0.000001338726,0.00002503572,0.0002202669],"study_design_scores_gemma":[0.003277902,0.001551648,0.9947546,0.000004967307,0.00003919599,0.00005001164,0.00002851639,0.00008108241,0.00005529779,0.00001053744,0.00003645043,0.0001098349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998807,0.0001771975,0.00002018228,0.00007996924,0.0005206863,0.0003268268,0.00004740696,0.00001699383,0.000003741871],"genre_scores_gemma":[0.9982364,0.001170102,0.00000320193,0.0003473116,0.00006209918,0.00002897515,0.00003000616,0.00001759974,0.0001042667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002098958,"threshold_uncertainty_score":0.5494729,"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."}}