{"id":"W4399481236","doi":"10.1136/annrheumdis-2024-eular.2219","title":"POS0568 PREVALENCE OF ULTRASOUND FINDINGS SUGGESTIVE OF INFLAMMATORY ARTHRITIS AND GOUT-SPECIFIC LESIONS IN PATIENTS WITH GOUT: THE ECHOGOUT STUDY","year":2024,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Gout; Medicine; Inflammatory arthritis; Arthritis; Gouty arthritis; Ultrasound; Internal medicine; Dermatology; Pathology; Radiology","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":[0.0003766293,0.0004708927,0.0004465314,0.00190073,0.0005454809,0.000942092,0.0003320669,0.0009422156,0.003645415],"category_scores_gemma":[0.001872507,0.0004750032,0.0005167631,0.001403511,0.0003781538,0.0007611053,0.0006436994,0.0006136883,0.0006451077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001378354,"about_ca_system_score_gemma":0.0001916342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001544516,"about_ca_topic_score_gemma":0.001597963,"domain_scores_codex":[0.9996138,0.0001076877,0.00005631144,0.00006752175,0.00007872275,0.00007586231],"domain_scores_gemma":[0.9988381,0.0002326393,0.0004575978,0.00005303453,0.0001069551,0.0003117184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001919378,0.00005045377,0.9985316,0.000007590614,0.00003777508,0.0001938303,0.00004966924,0.00001310578,0.0003368186,0.00001357458,0.00006447379,0.0005091549],"study_design_scores_gemma":[0.00001575648,0.0001735484,0.9981955,0.000005865152,0.00004103635,0.001017566,0.0002491725,0.00007223448,0.00004354841,0.00001982344,0.0001614524,0.000004576296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987087,0.0001977981,0.00003127292,0.00004153695,0.00001061719,0.000004748255,0.0002099326,0.000002315258,0.0007929738],"genre_scores_gemma":[0.9994302,0.0000917035,0.00002762094,0.00003840933,0.00002674189,0.000004455672,0.0001914346,0.000002244893,0.0001872279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003645415,"threshold_uncertainty_score":0.01219517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506006594634695,"score_gpt":0.2615839943143098,"score_spread":0.2465239283679629,"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."}}