{"id":"W3159329539","doi":"10.3899/jrheum.200907","title":"Correlation Between Subjective and Objective Severity of Oral and Ocular Dryness in Primary Sjögren Syndrome","year":2021,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada); University of Toronto; University of Ottawa","funders":"","keywords":"Medicine; Xerophthalmia; Dryness; Dry mouth; Gold standard (test); Cross-sectional study; Sicca syndrome; Disease; Dermatology; Severity of illness; Eye disease; Internal medicine; Physical therapy; Saliva; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000339025,0.00006350637,0.0004122437,0.00009337013,0.00003780569,0.00000284021,0.00002352507,0.00007226648,0.00001575021],"category_scores_gemma":[0.0001434128,0.00004309189,0.00003286308,0.0001505782,0.0001233895,0.00007282086,0.00003257224,0.000212261,4.275139e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002332539,"about_ca_system_score_gemma":0.0001303889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002877458,"about_ca_topic_score_gemma":0.00007122411,"domain_scores_codex":[0.9993247,0.000162883,0.0002744602,0.00006511802,0.00009058934,0.00008219424],"domain_scores_gemma":[0.999303,0.0002768908,0.0001748056,0.00007423202,0.0001305618,0.00004049697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002885457,0.0000517147,0.9973785,0.00004466083,0.0001223327,0.00004389106,0.001067788,0.000008255706,0.00004418435,0.00009630066,0.00002257264,0.0008311992],"study_design_scores_gemma":[0.001776552,0.000273688,0.9785417,0.0001047964,0.0001536157,0.01599203,0.001249102,0.00006319975,0.00003204778,0.001754722,0.00001901367,0.00003954912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962856,0.001927446,0.0008914496,0.0004990923,0.00008815585,0.00007578207,0.000003457409,0.000002387032,0.0002265928],"genre_scores_gemma":[0.9990431,0.0007401002,0.0001464272,0.00003978623,0.000002286624,5.552253e-7,0.00000437072,0.000004708367,0.00001863626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01883687,"threshold_uncertainty_score":0.1757236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01033034654803506,"score_gpt":0.2418674154894744,"score_spread":0.2315370689414393,"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."}}