{"id":"W4390226561","doi":"10.55563/clinexprheumatol/cjxd4i","title":"Longitudinal evaluation of major salivary gland functioning in Sjögren's disease patients in a prospective standard-of-care cohort","year":2023,"lang":"en","type":"article","venue":"Clinical and Experimental Rheumatology","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Arthritis Society; Dutch Arthritis Society; Bristol-Myers Squibb","keywords":"Medicine; Saliva; Salivary gland; Cohort; Internal medicine; Prospective cohort study; Cohort study; Sjögren syndrome; Gastroenterology; Systemic disease; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.00137213,0.0002956993,0.0003946889,0.00068226,0.000469353,0.0006213579,0.0003142513,0.0004453999,0.0007838774],"category_scores_gemma":[0.002196362,0.0002385178,0.0004086194,0.0005941369,0.0002113297,0.0005879508,0.0004963271,0.0004844576,0.0002158914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002760531,"about_ca_system_score_gemma":0.0003038392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0043625,"about_ca_topic_score_gemma":0.0042175,"domain_scores_codex":[0.999378,0.0001793091,0.00005362278,0.0001571603,0.0001232152,0.0001087139],"domain_scores_gemma":[0.9986624,0.0001768459,0.0005466842,0.0001056778,0.0002297903,0.0002787106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001336967,0.00003437643,0.999079,0.000002514833,0.00001944181,0.00004403161,0.00004062855,0.00001024206,0.0001617689,0.000001966499,0.00002821487,0.0004441474],"study_design_scores_gemma":[0.000009849332,0.0002312778,0.9993201,0.000002167703,0.00001583642,0.000156122,0.00008979435,0.00006964312,0.00004334054,0.000002816506,0.00005701359,0.000001949793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996127,0.00008337035,0.00004257865,0.00001122677,0.000002250718,0.000006040618,0.0001549,0.000002278535,0.00008466103],"genre_scores_gemma":[0.9993334,0.00004287418,0.00007271767,0.00001283903,0.000005378502,0.000009662818,0.0004483479,0.000001170615,0.00007354067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0043625,"threshold_uncertainty_score":0.008674204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03813787505709074,"score_gpt":0.3723285903097885,"score_spread":0.3341907152526978,"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."}}