{"id":"W3031314028","doi":"10.3899/jrheum.200128","title":"Development and Validation of a Sonographic Enthesitis Instrument in Psoriatic Arthritis: The GRAPPA Diagnostic Ultrasound Enthesitis Tool (DUET) Project","year":2020,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Women's College Hospital; University of Toronto; University of Ottawa","funders":"","keywords":"Enthesitis; Psoriatic arthritis; Medicine; Psoriasis; Physical therapy; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.06627824,0.000913986,0.0007080859,0.001767833,0.001075009,0.001974637,0.001673148,0.00115169,0.002971377],"category_scores_gemma":[0.06621288,0.0006214355,0.001667516,0.001332928,0.0009868691,0.0008801033,0.003609717,0.001643881,0.001212357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001213129,"about_ca_system_score_gemma":0.007560095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001825232,"about_ca_topic_score_gemma":0.001934457,"domain_scores_codex":[0.9589352,0.02881323,0.003756125,0.001561105,0.006072537,0.0008617762],"domain_scores_gemma":[0.9704309,0.01158905,0.002652402,0.002289018,0.01184752,0.001191202],"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":[0.007989323,0.01062214,0.3280894,0.002469901,0.001193406,0.0003182578,0.004492961,0.00315486,0.008138589,0.008356052,0.02119546,0.6039798],"study_design_scores_gemma":[0.00928135,0.04185155,0.7949186,0.002416389,0.001415905,0.001617189,0.003572037,0.0157381,0.01545609,0.006643804,0.1067703,0.0003187613],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.691037,0.002480713,0.1482,0.003449775,0.001194141,0.1276035,0.01100179,0.0005846072,0.01444847],"genre_scores_gemma":[0.4895148,0.001344123,0.3500904,0.001466618,0.0003058644,0.1372509,0.01516564,0.0002792981,0.004582359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06627824,"threshold_uncertainty_score":0.350517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194034940986652,"score_gpt":0.2426514725417289,"score_spread":0.2232479784430637,"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."}}