{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002084584,0.0003269335,0.0004919326,0.0003690245,0.00006681831,0.00001871016,0.0001184969,0.0002379017,0.0002711002],"category_scores_gemma":[0.0002092923,0.0002738879,0.00009263351,0.001418408,0.00005717791,0.0001258841,0.0001034226,0.0004472051,0.0007644909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000384203,"about_ca_system_score_gemma":0.0001888531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002317021,"about_ca_topic_score_gemma":0.0000256401,"domain_scores_codex":[0.9975775,0.00006831331,0.0003952163,0.0005213011,0.0007070534,0.0007306183],"domain_scores_gemma":[0.9989635,0.00009049477,0.0001826622,0.000294644,0.0002590927,0.0002096019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009276012,0.0009710607,0.9570961,0.000256117,0.0009922306,0.0006981957,0.002457657,0.000001655222,0.02913469,7.003404e-7,0.006313468,0.001150537],"study_design_scores_gemma":[0.01174636,0.001479988,0.8897475,0.001429064,0.0006349158,0.00002853389,0.0006791999,0.0001088768,0.09335687,0.000002308456,0.0003987624,0.0003876097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963016,0.0001973426,0.000004477328,0.0005690207,0.0001183739,0.001025201,0.0003792715,0.000285609,0.001119104],"genre_scores_gemma":[0.9916793,0.0002301186,0.00005669234,0.00116198,0.00004786895,0.0001136901,0.0007065769,0.00007260632,0.005931175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06734857,"threshold_uncertainty_score":0.9999713,"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."}}