{"id":"W4297928045","doi":"10.1136/annrheumdis-2022-eular.2583","title":"OP0286 DEVELOPMENT AND PRELIMINARY VALIDATION OF THE SJÖGREN'S TOOL FOR ASSESSING RESPONSE (STAR): A CONSENSUAL COMPOSITE SCORE FOR ASSESSING TREATMENT EFFECT IN PRIMARY SJÖGREN'S SYNDROME","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Aurinia (Canada)","funders":"Assistance publique-Hôpitaux de Paris; Novartis Pharma; Università degli Studi di Udine; Université de Bretagne Occidentale; Servier; Karolinska Institutet; Institut National de la Santé et de la Recherche Médicale; National Institute for Health and Care Research; Birmingham Biomedical Research Centre; Universitair Medisch Centrum Groningen; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; CSL Behring; Gilead Sciences; Union Chimique Belge; European Commission; Sanofi; GlaxoSmithKline; Amgen; Pfizer; Sjögren's Foundation","keywords":"Medicine; Sjögren syndrome; Star (game theory); Composite number; Internal medicine; Physical therapy; Systemic disease; Immunopathology; Composite material; Astrophysics","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":[],"consensus_categories":[],"category_scores_codex":[0.02180785,0.0005946437,0.0006951838,0.001311583,0.0004082519,0.00131119,0.0007920375,0.0007315059,0.002580084],"category_scores_gemma":[0.02079993,0.0002936205,0.001090874,0.0009244344,0.0005662053,0.0007639898,0.001710503,0.0009763351,0.00131834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005436751,"about_ca_system_score_gemma":0.002109374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001861324,"about_ca_topic_score_gemma":0.002344612,"domain_scores_codex":[0.9872584,0.00619038,0.001341563,0.0005669495,0.004220774,0.0004220233],"domain_scores_gemma":[0.9874738,0.005146009,0.00113169,0.0006152863,0.00513806,0.0004950396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01305662,0.005482931,0.5379649,0.0007749406,0.0009470485,0.0004361575,0.001624471,0.003313138,0.01502771,0.001467215,0.009801671,0.4101031],"study_design_scores_gemma":[0.002867604,0.01130897,0.9449612,0.0002538149,0.0005278074,0.0008858596,0.0005338037,0.007043791,0.007516162,0.00063944,0.02338017,0.00008137331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590752,0.0009250356,0.01668795,0.0007732818,0.0002552117,0.004664287,0.005355984,0.0002667669,0.01199621],"genre_scores_gemma":[0.9290422,0.0008098346,0.04310174,0.0005933279,0.0001670753,0.006663482,0.01343242,0.0002780999,0.005911825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02180785,"threshold_uncertainty_score":0.1153323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04650829292385603,"score_gpt":0.3212607339069144,"score_spread":0.2747524409830584,"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."}}