{"id":"W4391069694","doi":"10.1016/j.semarthrit.2024.152380","title":"OMERACT 2023 Systemic Lupus Erythematosus Special Interest Group: Winnowing and Binning Preliminary Candidate Domains for the Core Outcome Set","year":2024,"lang":"en","type":"article","venue":"Seminars in Arthritis and Rheumatism","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Ontario College of Art and Design; Toronto Western Hospital; Women's College Hospital; University of Toronto","funders":"Janssen Pharmaceuticals; National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases; GlaxoSmithKline","keywords":"Medicine; Delphi method; Delphi; Family medicine; Artificial intelligence","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01132463,0.0007589358,0.001492857,0.002474268,0.0005823089,0.001887291,0.001004082,0.0008167914,0.09776404],"category_scores_gemma":[0.05495279,0.0004058768,0.001976315,0.001819441,0.0003800977,0.00128826,0.002647434,0.002209473,0.01839553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008966709,"about_ca_system_score_gemma":0.00546081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004849566,"about_ca_topic_score_gemma":0.008511733,"domain_scores_codex":[0.9955561,0.001915257,0.0004993607,0.0004199193,0.0008634091,0.0007459484],"domain_scores_gemma":[0.9804552,0.01046522,0.001472584,0.001895046,0.003491119,0.002220873],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.01605272,0.001009981,0.06569295,0.001309913,0.0005823078,0.0001396447,0.0004139439,0.001665519,0.0008596132,0.006294102,0.5651599,0.3408194],"study_design_scores_gemma":[0.01504515,0.004597369,0.3937882,0.001927606,0.001780708,0.0005913309,0.0007239833,0.02637733,0.006070704,0.0407531,0.5080392,0.0003052795],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2430309,0.00272382,0.08050412,0.01276802,0.002758426,0.01360212,0.4954293,0.015327,0.1338563],"genre_scores_gemma":[0.4663956,0.001353085,0.1285136,0.00318675,0.001340835,0.02728551,0.3225433,0.004703519,0.04467783],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9886754,"threshold_uncertainty_score":0.3270533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04640044321402013,"score_gpt":0.3319662819023463,"score_spread":0.2855658386883261,"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."}}