{"id":"W3087420515","doi":"10.1177/0961203320958061","title":"Prevalence, involved domains, and predictor of cognitive dysfunction in systemic lupus erythematosus","year":2020,"lang":"en","type":"article","venue":"Lupus","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Guangdong Science and Technology Department","keywords":"Medicine; Logistic regression; Internal medicine; Systemic lupus erythematosus; Autoantibody; Immunology; Lupus erythematosus; Antibody; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004244719,0.0002445822,0.0007014519,0.0002417412,0.00003921037,0.00001819637,0.0001271238,0.0001944111,0.00007758318],"category_scores_gemma":[0.0007743258,0.0002070147,0.00009088205,0.0005415977,0.0001932711,0.0001371952,0.0001270624,0.0003147096,0.00005069124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00013754,"about_ca_system_score_gemma":0.0001701382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002792873,"about_ca_topic_score_gemma":0.00001850867,"domain_scores_codex":[0.9975618,0.0001859844,0.0006746349,0.0005192976,0.0006689088,0.0003894249],"domain_scores_gemma":[0.998552,0.0004183454,0.000203018,0.0002834591,0.0002157174,0.0003274342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001300381,0.0001079527,0.9750729,0.008928618,0.0001078074,0.0001555229,0.005332489,0.000001371088,0.007203976,0.0001462972,0.00145008,0.0001926259],"study_design_scores_gemma":[0.1900243,0.01453296,0.1328378,0.139654,0.00287599,0.2988515,0.1577512,0.02271805,0.03370364,0.001338783,0.001974947,0.003736881],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899616,0.005552375,0.0002043991,0.0003102589,0.0008972926,0.001752584,0.0000374732,0.0001008783,0.001183097],"genre_scores_gemma":[0.9968339,0.0007436304,0.00009121116,0.0001269289,0.0001747172,0.0001227936,0.00002375136,0.0000460775,0.001836977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.842235,"threshold_uncertainty_score":0.8441812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258470615116621,"score_gpt":0.2677970332953719,"score_spread":0.2452123271442057,"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."}}