{"id":"W4400954186","doi":"10.1016/j.semarthrit.2024.152520","title":"OMERACT systemic lupus erythematosus domain survey","year":2024,"lang":"en","type":"article","venue":"Seminars in Arthritis and Rheumatism","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; Mount Sinai Hospital; University of Calgary; University of Toronto; University Health Network; Toronto Western Hospital; Ottawa Hospital; Ontario College of Art and Design; St. Michael's Hospital","funders":"University of Toronto","keywords":"Medicine; Lupus erythematosus; Systemic lupus erythematosus; Immunology; Systemic lupus; Internal medicine; Antibody; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006616999,0.0003011057,0.0004113637,0.00201998,0.0002590804,0.0005505751,0.0003372485,0.0002218826,0.008418302],"category_scores_gemma":[0.00342603,0.0001087462,0.0003735733,0.002326777,0.0001066454,0.000422792,0.0008911407,0.0004395472,0.002468082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005074053,"about_ca_system_score_gemma":0.0005767104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004788902,"about_ca_topic_score_gemma":0.009185561,"domain_scores_codex":[0.9993199,0.0001150959,0.0001667116,0.00008261361,0.0001893549,0.0001263046],"domain_scores_gemma":[0.9971891,0.0003515311,0.001386666,0.00009106669,0.0005572168,0.0004244875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002016849,0.0003275686,0.7662801,0.0007990019,0.0004329087,0.000358517,0.0001728216,0.0004343932,0.001036743,0.0006817284,0.1708969,0.05656238],"study_design_scores_gemma":[0.0001942402,0.0001614883,0.9245494,0.0001618962,0.0001195079,0.0004527285,0.0001019163,0.0001996438,0.000200701,0.0002500131,0.07359372,0.00001469132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.451092,0.00495615,0.0009851651,0.002438207,0.0003704717,0.0008491001,0.4744671,0.0004337979,0.06440798],"genre_scores_gemma":[0.5827842,0.00491968,0.002470762,0.003702067,0.0005063197,0.001747835,0.3773441,0.0001038233,0.02642128],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008418302,"threshold_uncertainty_score":0.028162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573113629791565,"score_gpt":0.2860352241391131,"score_spread":0.2703040878411974,"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."}}