{"id":"W4226218479","doi":"10.55563/clinexprheumatol/hzveng","title":"Clinical determinants of vaginal dryness in patients with primary Sjögren's syndrome","year":2021,"lang":"en","type":"article","venue":"Clinical and Experimental Rheumatology","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; Arthritis Society; Dutch Arthritis Society; European Commission; Bristol-Myers Squibb","keywords":"Medicine; Dryness; Etiology; Internal medicine; Cohort; Vaginal discharge; Confounding; Cohort study; Gynecology; Surgery","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":[0.0005826037,0.0002434029,0.0003644724,0.0005551396,0.0002684255,0.0004570296,0.0001982403,0.0004191048,0.002126083],"category_scores_gemma":[0.002971877,0.000170259,0.0003224159,0.0007027016,0.0002273315,0.000287481,0.0003187234,0.0003579137,0.0002033091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001245039,"about_ca_system_score_gemma":0.0001724488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001065063,"about_ca_topic_score_gemma":0.001113928,"domain_scores_codex":[0.9996238,0.0001129784,0.00004796941,0.00007364537,0.00008881802,0.00005275615],"domain_scores_gemma":[0.9984577,0.0004338009,0.000708083,0.00005133691,0.00009671495,0.0002523034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008039586,0.00001204287,0.9991755,0.000007122702,0.00001896932,0.00008446234,0.00001366626,0.00001394496,0.00008632836,0.000003856463,0.00002758557,0.0004760867],"study_design_scores_gemma":[0.000006851914,0.00009401587,0.9991174,0.000006538441,0.00001167042,0.0005643195,0.00005769667,0.0000607052,0.00001507875,0.000009389987,0.00005497433,0.000001291902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998637,0.0008098522,0.00003963425,0.00004576869,0.000008964943,0.000005754452,0.0001863827,0.000002558554,0.0002640992],"genre_scores_gemma":[0.999681,0.0001053674,0.00002641912,0.00001089604,0.00001176305,0.000002860425,0.0001115037,5.28229e-7,0.00004966707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002126083,"threshold_uncertainty_score":0.007112384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153396333222883,"score_gpt":0.3359482439480188,"score_spread":0.3144142806157899,"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."}}