{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001721525,0.0001253558,0.0008293337,0.00004646441,0.00003456916,0.000004428377,0.00004656319,0.0001752678,0.0001412471],"category_scores_gemma":[0.0001133333,0.00009311082,0.00009676109,0.0001122077,0.000489304,0.00005220043,0.00008994462,0.0002056642,0.00001001398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008204857,"about_ca_system_score_gemma":0.0001234515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003143216,"about_ca_topic_score_gemma":0.00001234815,"domain_scores_codex":[0.9983921,0.000118372,0.0008248119,0.0003565509,0.0001187176,0.0001894417],"domain_scores_gemma":[0.9992052,0.0002510509,0.0001158651,0.0002108368,0.00005824307,0.0001587944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001339203,0.002747323,0.9927845,0.00005964415,0.0000456046,0.0001709458,0.00004710782,1.001353e-7,0.000004286912,0.00008593433,0.0001055546,0.002609789],"study_design_scores_gemma":[0.01006385,0.001992676,0.9867257,0.0001625713,0.00003214339,0.0003603115,0.0002462393,0.00001836775,0.00006296854,0.00005643088,0.0001706658,0.0001080951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979411,0.0008805764,0.000007785656,0.0001011924,0.0003896555,0.000145669,0.00000610122,0.00001293943,0.0005150032],"genre_scores_gemma":[0.9989583,0.0001585605,0.0004008243,0.0003305578,0.000009678788,0.00001082861,0.00004611953,0.00001145661,0.00007363829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008724642,"threshold_uncertainty_score":0.3796949,"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."}}