{"id":"W4410513129","doi":"10.3899/jrheum.2025-0390.pv223","title":"GENERATING CANDIDATE DOMAINS FOR THE OMERACT SYSTEMIC LUPUS ERYTHEMATOSUS CORE OUTCOME SET","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Ontario College of Art and Design; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Outcome (game theory); Core (optical fiber); Systemic disease; Lupus erythematosus; Immunopathology; Internal medicine; Immunology; Antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0246756,0.001122657,0.001362694,0.007715729,0.0008563041,0.00182288,0.001272109,0.001314406,0.009131736],"category_scores_gemma":[0.09347169,0.0004495691,0.00464107,0.004810542,0.0006609285,0.001071507,0.003874861,0.001634066,0.001139742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002364549,"about_ca_system_score_gemma":0.008200442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003401596,"about_ca_topic_score_gemma":0.005267219,"domain_scores_codex":[0.9909781,0.005279689,0.001393254,0.0008939972,0.0009806248,0.0004742525],"domain_scores_gemma":[0.9294313,0.05596318,0.005006026,0.002226736,0.006376572,0.0009962391],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.01018975,0.002007951,0.3711434,0.04143909,0.00529309,0.001109261,0.006099357,0.02983557,0.004338988,0.01921983,0.1014342,0.4078895],"study_design_scores_gemma":[0.01699569,0.005662499,0.5743509,0.0196767,0.0106498,0.001170268,0.008968145,0.1118478,0.009183949,0.06887072,0.1720179,0.0006056529],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5479569,0.006157262,0.1175011,0.005225578,0.0004300612,0.06915271,0.2372238,0.00131765,0.01503483],"genre_scores_gemma":[0.4240918,0.001041573,0.2475645,0.0008380701,0.00008295122,0.1519822,0.1726751,0.00017803,0.00154584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9753244,"threshold_uncertainty_score":0.1304986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05219336651760483,"score_gpt":0.3636971479021341,"score_spread":0.3115037813845293,"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."}}