{"id":"W3035675951","doi":"10.1136/annrheumdis-2020-eular.5947","title":"SAT0383 ENHANCED PERFORMANCE OF THE ASAS CLASSIFICATION CRITERIA BY DELETION OF NON-DISCRIMINATORY CLINICAL ITEMS: DATA FROM THE SCREENING IN AXIAL SPONDYLOARTHRITIS IN PSORIASIS, IRITIS, AND COLITIS COHORT","year":2020,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lawson Health Research Institute; Ottawa Hospital; University of Alberta; Université de Sherbrooke; University of Calgary; St. Joseph’s Healthcare Hamilton","funders":"Pfizer","keywords":"Medicine; Dactylitis; Psoriasis; Enthesitis; Internal medicine; Cohort; Psoriatic arthritis; Prospective cohort study; Sacroiliitis; Ulcerative colitis; Logistic regression; Physical therapy; Arthritis; Dermatology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002660833,0.000914944,0.001002339,0.0004531682,0.0006245507,0.001873356,0.0009701271,0.00108273,0.004055389],"category_scores_gemma":[0.005025663,0.0003845127,0.001678575,0.000974644,0.0004683883,0.0006222587,0.0008134654,0.001420557,0.001195078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002634535,"about_ca_system_score_gemma":0.0005365525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004741519,"about_ca_topic_score_gemma":0.00535274,"domain_scores_codex":[0.99804,0.0006880238,0.0002017723,0.0005239093,0.0002705791,0.0002757777],"domain_scores_gemma":[0.9974783,0.0009043667,0.0005171049,0.0003984144,0.0003535713,0.0003482597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008397812,0.0003351866,0.9561349,0.00009585211,0.001523769,0.0005318507,0.0002249692,0.0006009865,0.007619856,0.0002426802,0.005184272,0.01910792],"study_design_scores_gemma":[0.0002564858,0.0006057472,0.9916081,0.00003014929,0.0008950912,0.000819794,0.0002028324,0.001407818,0.0009328301,0.0003280632,0.002882649,0.00003041193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943037,0.0007120711,0.000306554,0.0003255541,0.0001400493,0.00001270576,0.002648075,0.00003094568,0.001520355],"genre_scores_gemma":[0.9957036,0.0001820216,0.0003185109,0.0002206153,0.0001104635,0.00001271812,0.002567619,0.0000447514,0.0008396666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004741519,"threshold_uncertainty_score":0.01407194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1052064321142861,"score_gpt":0.3637092595586452,"score_spread":0.258502827444359,"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."}}