{"id":"W4379647487","doi":"10.1136/annrheumdis-2023-eular.3807","title":"AB1160 SOFT TISSUE EDEMA VISUALIZED ON MUSCULOSKELETAL ULTRASOUND AS A DIAGNOSTIC TEST FOR PSORIATIC ARTHRITIS: A PILOT COHORT STUDY","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Psoriatic arthritis; Soft tissue; Edema; Ultrasound; Cohort; Psoriasis; Arthritis; Dermatology; Pathology; Radiology; Internal medicine","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":[0.001711381,0.00155621,0.0009130634,0.0009122264,0.001795931,0.001367877,0.0009220712,0.00127477,0.003293291],"category_scores_gemma":[0.004156569,0.001351764,0.001486302,0.000829339,0.001075017,0.001554547,0.000934727,0.001937855,0.001140318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005388681,"about_ca_system_score_gemma":0.0008764113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006127946,"about_ca_topic_score_gemma":0.004565743,"domain_scores_codex":[0.9986442,0.0004705576,0.00008228311,0.0004061883,0.0001551537,0.000241704],"domain_scores_gemma":[0.9972534,0.0006207689,0.0004352015,0.0005396586,0.0004109817,0.0007400595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005167077,0.003593167,0.984074,0.00003848532,0.0003148558,0.0009299562,0.0008479502,0.00004380432,0.002603028,0.00006591868,0.0003223501,0.001999394],"study_design_scores_gemma":[0.0007139661,0.008641451,0.9862991,0.00001533978,0.0004247747,0.001472589,0.001256051,0.0003544912,0.0003135169,0.00009087121,0.0003728248,0.00004501811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993027,0.00005533492,0.0001426785,0.00002347186,0.00001630141,0.00007128724,0.0001437491,0.00000429325,0.0002401983],"genre_scores_gemma":[0.9988585,0.00005870092,0.0001925627,0.00005447234,0.00003644761,0.00008668917,0.0003235693,0.000007625129,0.0003814142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006127946,"threshold_uncertainty_score":0.01218456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03356266540943909,"score_gpt":0.3723852252890594,"score_spread":0.3388225598796203,"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."}}