{"id":"W2113446184","doi":"10.1093/rheumatology/ket141","title":"Predicting Sjogren's syndrome in patients with recent-onset SLE","year":2013,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Internal medicine; Cohort; Systemic lupus erythematosus; Gastroenterology; Prospective cohort study; Antibody; Immunology; Disease","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":[0.0007495368,0.0005743346,0.0005471564,0.001006973,0.0004256068,0.0006820146,0.0004164872,0.0007953895,0.002362968],"category_scores_gemma":[0.003377747,0.0003231166,0.0005709583,0.0005570355,0.0002853106,0.0006096192,0.0004728368,0.0006134263,0.0004655418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001206906,"about_ca_system_score_gemma":0.0002415336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00123865,"about_ca_topic_score_gemma":0.001463291,"domain_scores_codex":[0.999633,0.00008884104,0.00005687827,0.00007152159,0.00009227,0.00005764585],"domain_scores_gemma":[0.9978036,0.0005265381,0.0008524135,0.00007177579,0.0002010586,0.0005446692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006227104,0.00001224849,0.9993748,0.000003239981,0.000008074652,0.00009728949,0.00001287593,0.00002034051,0.0001351137,0.000002283563,0.00001520243,0.0002561511],"study_design_scores_gemma":[0.000009484587,0.0001675528,0.9980433,0.000006206687,0.00001929779,0.001278055,0.00009752237,0.0002442997,0.00005162977,0.000009231777,0.00007070803,0.000002675062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994977,0.0002115702,0.0000458763,0.00002439238,0.000006929826,0.000004793801,0.00006714348,0.000002366743,0.0001392933],"genre_scores_gemma":[0.9996141,0.00008526666,0.00006342871,0.00001078752,0.00001754174,0.000003849371,0.0001386434,9.044367e-7,0.00006554015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002362968,"threshold_uncertainty_score":0.007904887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009381540749077743,"score_gpt":0.216304650299938,"score_spread":0.2069231095508603,"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."}}