{"id":"W3215126343","doi":"10.1136/lupus-2021-000538","title":"2021 DORIS definition of remission in SLE: final recommendations from an international task force","year":2021,"lang":"en","type":"article","venue":"Lupus Science & Medicine","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":349,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Cilag; UCB Pharma; Chugai Pharmaceutical; Genentech; Lilly Deutschland; Medac; Servier; National Institute for Health and Care Research; Union Chimique Belge; Alexion Pharmaceuticals; Gilead Sciences; Sanofi; Biogen; GlaxoSmithKline; Amgen; Pfizer; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Doris (gastropod); Task force; Task (project management); Virology; Management; Public administration","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001403181,0.000133049,0.0003681504,0.0004899947,0.0001020653,0.00002023395,0.0003608591,0.00008173123,0.002502679],"category_scores_gemma":[0.002737955,0.0001054826,0.00004266406,0.001532299,0.0004967447,0.0004284864,0.0001095732,0.0002766431,0.00002439943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003520255,"about_ca_system_score_gemma":0.0007630762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004646952,"about_ca_topic_score_gemma":0.0001355384,"domain_scores_codex":[0.997037,0.0001080772,0.0006004774,0.0005437959,0.001378306,0.000332368],"domain_scores_gemma":[0.9980049,0.0002571114,0.0001607914,0.0005871304,0.0007041181,0.0002859372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001991849,0.0003490307,0.3958847,0.00009970446,0.00002104353,0.0002144951,0.006648889,0.00000950804,0.5778832,0.001444462,0.004962165,0.01228369],"study_design_scores_gemma":[0.06528604,0.00502292,0.1867668,0.05596468,0.0006022589,0.04688418,0.1349136,0.05781754,0.3171749,0.03885861,0.08831369,0.002394723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665148,0.0004266678,0.0008229926,0.01407365,0.002591693,0.0002618227,0.00002839816,0.00002116549,0.01525883],"genre_scores_gemma":[0.9916117,0.0005625574,0.003768146,0.0003459506,0.0004557869,0.00002267609,0.0003982866,0.0000144343,0.002820493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2607083,"threshold_uncertainty_score":0.9984092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06174252897901825,"score_gpt":0.3772423270370254,"score_spread":0.3154997980580072,"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."}}