{"id":"W3080703541","doi":"10.1136/annrheumdis-2020-eular.5828","title":"FRI0298 ASAS MODIFICATION OF THE BERLIN ALGORITHM AND THE DUET ALGORITHM FOR DIAGNOSING AXIAL SPONDYLOARTHRITIS: RESULTS FROM THE SCREENING IN AXIAL SPONDYLOARTHRITIS FOR PSORIASIS, IRITIS, AND COLITIS COHORT","year":2020,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Parkinson's Disease and Spinal Disorders","field":"Medicine","cited_by":1,"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":"","keywords":"Medicine; Algorithm; Psoriasis; Axial spondyloarthritis; Cohort; Dermatology; Internal medicine; Ankylosing spondylitis; Computer science; Sacroiliitis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007003994,0.0002678495,0.0006894814,0.0000464581,0.0003578257,0.00007766166,0.0003778212,0.00009378811,0.00001083067],"category_scores_gemma":[0.003621846,0.0001559578,0.0003983665,0.0002775193,0.0007797751,0.000159879,0.0001501696,0.0001578831,5.234149e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000105128,"about_ca_system_score_gemma":0.0001582512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001304823,"about_ca_topic_score_gemma":0.000138772,"domain_scores_codex":[0.9975257,0.0003660388,0.0008318401,0.0004278566,0.0005030496,0.0003455348],"domain_scores_gemma":[0.9963422,0.00228622,0.0004613241,0.0005119122,0.000216665,0.0001817039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009559021,0.0006283856,0.01870571,0.0006340815,0.0009034016,0.0000102866,0.003917223,0.0000962991,0.00002697648,0.001345573,0.01509977,0.9490733],"study_design_scores_gemma":[0.01784779,0.0003849493,0.9198432,0.003441591,0.0008933448,0.00001253813,0.002478173,0.0434781,0.0003807338,0.007603769,0.003329078,0.000306753],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9012907,0.03209523,0.003817566,0.04103746,0.000278137,0.005650626,0.01574749,0.00003649821,0.00004633246],"genre_scores_gemma":[0.9890949,0.006505615,0.001619549,0.001707872,0.0002251689,0.000503925,0.0002868374,0.00003819504,0.00001789541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9487665,"threshold_uncertainty_score":0.6359774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04088825078404507,"score_gpt":0.296554333509554,"score_spread":0.2556660827255089,"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."}}