{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006065509,0.0001706953,0.0004444392,0.0001174815,0.0004252901,0.00003332705,0.000106912,0.00002945973,0.00001097415],"category_scores_gemma":[0.0005087341,0.0001014623,0.0002137671,0.0001973462,0.0001036991,0.0001053936,0.0001171153,0.00005567168,1.181382e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008051336,"about_ca_system_score_gemma":0.000501094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002633456,"about_ca_topic_score_gemma":0.000001029022,"domain_scores_codex":[0.9985273,0.0003659956,0.0004474728,0.0001982988,0.0002747368,0.000186196],"domain_scores_gemma":[0.9973362,0.001940424,0.0003049967,0.0002925975,0.00007428954,0.000051473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02982232,0.005064359,0.8484875,0.006909925,0.001366078,0.00002603871,0.004630419,0.0018625,0.002334982,0.000134499,0.002471502,0.09688985],"study_design_scores_gemma":[0.00370432,0.001271346,0.9885316,0.001411753,0.0004411282,0.00004875336,0.0008326574,0.0009255263,0.00222735,0.0003675016,0.0001007473,0.0001372618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951089,0.001041481,0.0001362908,0.001336182,0.000134841,0.002043844,0.0001648129,0.00001495135,0.00001868712],"genre_scores_gemma":[0.9983458,0.00001823002,0.0007026645,0.0001985201,0.000006432254,0.0004973608,0.0001127889,0.00001934733,0.00009885127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1400441,"threshold_uncertainty_score":0.4137512,"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."}}