{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001302448,0.0003117806,0.0003875598,0.001055634,0.0001548228,0.0004531428,0.0001715305,0.0004081738,0.002452623],"category_scores_gemma":[0.005301291,0.0001875338,0.0002659746,0.0005103265,0.0003599342,0.0002937924,0.000453904,0.0003454372,0.0002236781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002021001,"about_ca_system_score_gemma":0.0001628322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009876993,"about_ca_topic_score_gemma":0.001455265,"domain_scores_codex":[0.9989462,0.0003167153,0.0001929243,0.0001412811,0.0003260794,0.0000768324],"domain_scores_gemma":[0.9951734,0.001569373,0.001985793,0.0001586554,0.0005728342,0.0005398609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001099483,0.00002738765,0.9982664,0.00002098303,0.00004506968,0.00007766012,0.00003884397,0.00003205002,0.0004344406,0.000003202746,0.00003502764,0.0009091437],"study_design_scores_gemma":[0.000004734782,0.0001413675,0.9993704,0.000002962657,0.00000941958,0.0003318633,0.0000284153,0.00004199418,0.00004410082,0.000002402922,0.00002098243,0.000001337229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991506,0.0003425645,0.00006157038,0.00001616376,0.000005200574,0.00001297692,0.0001237398,0.000002895969,0.0002841793],"genre_scores_gemma":[0.9996668,0.00005805275,0.00006658555,0.00001026771,0.000007333731,0.000005958364,0.0001221562,8.13937e-7,0.00006194587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002452623,"threshold_uncertainty_score":0.008204818,"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."}}