{"id":"W4392143487","doi":"10.1093/rheumatology/keae119","title":"Therapeutic strategies and outcomes in neuropsychiatric systemic lupus erythematosus: an international multicentre retrospective study","year":2024,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Retrospective cohort study; Rheumatology; Internal medicine; Logistic regression; Clinical trial; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00121018,0.0003583207,0.0004033152,0.0009163538,0.0004927114,0.000711589,0.0003678321,0.0004285831,0.001057203],"category_scores_gemma":[0.002275558,0.0002846392,0.0005737367,0.001510328,0.0003757428,0.0005471691,0.0005284444,0.0004143908,0.0001789112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002980304,"about_ca_system_score_gemma":0.0004169208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001714819,"about_ca_topic_score_gemma":0.001254969,"domain_scores_codex":[0.9990569,0.0002957644,0.0001571365,0.0002401948,0.0001292052,0.0001208847],"domain_scores_gemma":[0.9979626,0.0002466855,0.001258363,0.000168919,0.0001399288,0.0002236192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008422214,0.00002515532,0.9990409,0.00001187663,0.00003504799,0.0001109595,0.00004835004,0.0000206384,0.00004380289,0.00001114051,0.00003202366,0.0005358162],"study_design_scores_gemma":[0.00001556862,0.000216415,0.9980317,0.00001291223,0.00005614645,0.001006243,0.0002655786,0.0001177114,0.00003238391,0.00001962894,0.0002201986,0.000005561526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988942,0.0005157633,0.00008991327,0.00002095066,0.000003732001,0.00001385393,0.0001943969,0.000001907785,0.0002652452],"genre_scores_gemma":[0.9994792,0.0001784277,0.00006204261,0.00001773199,0.000009489007,0.00001362659,0.0002024973,0.000001162227,0.0000358065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001714819,"threshold_uncertainty_score":0.006400108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183532212192384,"score_gpt":0.3278677773635134,"score_spread":0.3060324552415895,"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."}}