{"id":"W4387674817","doi":"10.1016/j.heliyon.2023.e21072","title":"Elevated serum uric acid is associated with cognitive impairment in acute minor ischemic stroke patients","year":2023,"lang":"en","type":"article","venue":"Heliyon","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confounding; Montreal Cognitive Assessment; Medicine; Internal medicine; Receiver operating characteristic; Logistic regression; Uric acid; Cognitive impairment; Area under the curve; Stroke (engine); Risk factor; Gastroenterology; 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":[0.0003471743,0.0002841441,0.0003299425,0.0008913756,0.0003654888,0.0005101312,0.0002145234,0.0003343557,0.00121612],"category_scores_gemma":[0.001581303,0.0001347024,0.0002791396,0.0008438287,0.0002029279,0.0001739835,0.0002820599,0.0003835729,0.0001468413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002472249,"about_ca_system_score_gemma":0.0002442808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002991276,"about_ca_topic_score_gemma":0.003400999,"domain_scores_codex":[0.9997867,0.00004615475,0.00004002879,0.00003000873,0.00005413184,0.00004297511],"domain_scores_gemma":[0.9991223,0.0001172353,0.0004593999,0.00003007678,0.000102617,0.0001682576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001086812,0.00002975136,0.9989128,0.000007369978,0.00002592464,0.00005748485,0.00001798527,0.00001611857,0.00007930367,0.00000555021,0.00003106693,0.0007080302],"study_design_scores_gemma":[0.000004406185,0.00005461903,0.9993891,0.000004699762,0.00002521548,0.0002004528,0.00003715906,0.0001737674,0.0000374749,0.00002597274,0.00004540747,0.000001763955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990804,0.0003845627,0.00003280805,0.00004187,0.000005090386,0.000004329273,0.00007936571,0.000002573961,0.0003690303],"genre_scores_gemma":[0.9997523,0.00007353489,0.00002741004,0.00001050619,0.000007832113,0.000002036959,0.00007301212,3.687593e-7,0.00005294929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002991276,"threshold_uncertainty_score":0.005947769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076424003472692,"score_gpt":0.2481502558734864,"score_spread":0.2373860158387595,"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."}}