{"id":"W4399483881","doi":"10.1136/annrheumdis-2024-eular.610","title":"AB1023 CONSENSUS-BASED RECOMMENDATIONS FOR GLUCOCORTICOID TAPERING IN SYSTEMIC LUPUS ERYTHEMATOSUS: RATIONALE AND DESIGN OF A MODIFIED DELPHI CONSENSUS PROJECT","year":2024,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Tapering; Glucocorticoid; Delphi; Delphi method; Medicine; Computer science; Immunology; 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":[0.4309077,0.001641972,0.002334433,0.00410743,0.00494951,0.00573335,0.004790687,0.005895908,0.01220171],"category_scores_gemma":[0.367503,0.002410317,0.004028223,0.002957439,0.004145818,0.003925757,0.009923691,0.007822263,0.003252256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01017369,"about_ca_system_score_gemma":0.05384289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003451562,"about_ca_topic_score_gemma":0.005214407,"domain_scores_codex":[0.393032,0.5302226,0.04407804,0.006983595,0.0183929,0.007290866],"domain_scores_gemma":[0.6313086,0.2453254,0.01678364,0.01729992,0.07999748,0.00928506],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01730265,0.004763473,0.02506714,0.06534442,0.003110541,0.001426626,0.1774686,0.01467954,0.01216515,0.0763085,0.08732644,0.5150369],"study_design_scores_gemma":[0.03892931,0.01112893,0.04973125,0.1018574,0.004687698,0.001495389,0.1221282,0.0466115,0.01547798,0.1075194,0.4985482,0.001884816],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.05865677,0.002038012,0.1071004,0.02178885,0.001798958,0.7822856,0.001956093,0.0002530798,0.02412224],"genre_scores_gemma":[0.1002138,0.0006135555,0.261091,0.005710195,0.000234213,0.6296948,0.0006642747,0.00008552388,0.001692667],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4309077,"threshold_uncertainty_score":0.7017921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1367747691840464,"score_gpt":0.3763129562218786,"score_spread":0.2395381870378322,"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."}}