{"id":"W4403052505","doi":"10.58931/crt.2024.1144","title":"Sjogren’s Syndrome: Strategies for Treatment","year":2024,"lang":"en","type":"article","venue":"Canadian rheumatology today.","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"University of Toronto; Arthritis Society; Canadian Rheumatology Association","keywords":"Dermatology; Medicine; Sjögren syndrome; Intensive care medicine; Immunology; Autoimmune disease; Antibody","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00003699729,0.0001302439,0.0002596389,0.0002598828,0.0001221623,0.00004435722,0.00003826037,0.0001301806,0.000803109],"category_scores_gemma":[0.00001986309,0.0001043702,0.0001151079,0.0001307954,0.00006448002,0.00005891723,0.000003133115,0.00004936177,0.0001950839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001806501,"about_ca_system_score_gemma":0.001778162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04406178,"about_ca_topic_score_gemma":0.1157257,"domain_scores_codex":[0.9992324,0.000009554751,0.0001453954,0.0002360475,0.00003813642,0.0003385301],"domain_scores_gemma":[0.9993664,0.00008285003,0.00001070541,0.000177323,0.00002828343,0.0003344088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001689316,0.0001734458,0.1056358,0.0007906224,0.001307146,0.002771694,0.002083541,0.00002702052,0.00003000783,0.4268588,0.4349737,0.0251792],"study_design_scores_gemma":[0.001898147,0.001236157,0.01288266,0.0002122466,0.0002873235,0.008399643,0.002341282,0.001345195,0.00001054207,0.009643544,0.9614356,0.0003076775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9104012,0.01744493,0.001396022,0.02353068,0.003195481,0.001215972,0.000367445,0.0004244173,0.04202383],"genre_scores_gemma":[0.9950508,0.0001915535,0.000197694,0.0004006932,0.00002334187,0.0001920115,0.0001815062,0.00002412025,0.003738289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5264618,"threshold_uncertainty_score":0.9623039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866016478073602,"score_gpt":0.2735332624149428,"score_spread":0.2548730976342068,"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."}}