{"id":"W2101453675","doi":"10.1136/annrheumdis-2013-204615","title":"Validation of EULAR primary Sjögren’s syndrome disease activity (ESSDAI) and patient indexes (ESSPRI)","year":2014,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":277,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; European League Against Rheumatism","keywords":"Medicine; Rheumatism; Internal medicine; Construct validity; Physical therapy; Severity of illness; Systemic disease; Disease; Surgery; Patient satisfaction","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":[0.0001020763,0.0001223794,0.0003253375,0.00007080579,0.00007610233,0.00001045261,0.0000816824,0.00003097595,0.00006560078],"category_scores_gemma":[0.0004570875,0.00007989947,0.0001585808,0.0001270081,0.0001462861,0.0001189608,0.00008023727,0.0000510781,0.000002334298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005921985,"about_ca_system_score_gemma":0.00007654289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005799751,"about_ca_topic_score_gemma":6.295638e-7,"domain_scores_codex":[0.9990463,0.00009879248,0.0002578585,0.0001514282,0.000318199,0.0001273865],"domain_scores_gemma":[0.9989228,0.000168671,0.0002240849,0.0004149372,0.00009673896,0.0001727913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001577343,0.003334544,0.881954,0.004226794,0.0005465098,0.000006243301,0.00059975,0.0002184793,0.0003544436,0.00129204,0.003690346,0.1021996],"study_design_scores_gemma":[0.000628718,0.000254284,0.9937937,0.0006373475,0.0002918974,0.000006067125,0.00006371405,0.0002898636,0.0007356357,0.003059594,0.0001424218,0.00009675505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996384,0.001260672,0.000122701,0.001458018,0.0001010355,0.0003101238,0.00008200038,0.00002072783,0.0002607568],"genre_scores_gemma":[0.9992623,0.0002459963,0.00002681024,0.0003536775,0.000008954199,0.00002168773,0.00002489775,0.00001180421,0.00004388677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1118398,"threshold_uncertainty_score":0.3258206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996115420861576,"score_gpt":0.2537365668023735,"score_spread":0.2337754125937577,"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."}}