{"id":"W4403982517","doi":"10.3899/jrheum.2024-0711","title":"A Stratification Approach Based on Salivary Gland Ultrasonography for Assessing Secretory Function in Sjögren Disease","year":2024,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Salivary gland; Ultrasonography; Stratification (seeds); Autoimmune disease; Disease; Immunopathology; Function (biology); Systemic disease; Pathology; Internal medicine; Surgery; Cell biology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003695308,0.001526903,0.0008633178,0.002481633,0.0002815808,0.0009823435,0.0005801191,0.0004926214,0.0008859948],"category_scores_gemma":[0.005488697,0.0002113958,0.0008055568,0.0009159903,0.0002857475,0.0005872625,0.0009455303,0.0005340888,0.0004535489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004429929,"about_ca_system_score_gemma":0.0009053051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002763904,"about_ca_topic_score_gemma":0.003178217,"domain_scores_codex":[0.9988515,0.0005997199,0.0001140363,0.0001565078,0.0002026529,0.00007554199],"domain_scores_gemma":[0.9986948,0.0003997787,0.0003227111,0.00009276025,0.0003657811,0.000124177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005737057,0.0001574284,0.9236974,0.00006657127,0.0002050925,0.0001067017,0.0001095981,0.007498675,0.003672676,0.0003226024,0.000910368,0.06267916],"study_design_scores_gemma":[0.0002499531,0.00272709,0.641023,0.0001254423,0.000439666,0.001213751,0.0005192605,0.3459292,0.002830416,0.00222051,0.002633225,0.00008840626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9078987,0.001222273,0.08585808,0.0006809018,0.0001065366,0.0006339051,0.001073015,0.0004717332,0.002055008],"genre_scores_gemma":[0.9673105,0.0002388561,0.03097404,0.000074451,0.00005391662,0.0002123182,0.0007188433,0.00001524889,0.0004016813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003695308,"threshold_uncertainty_score":0.01954287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02260643281581949,"score_gpt":0.2810067528160722,"score_spread":0.2584003200002527,"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."}}