{"id":"W4379522960","doi":"10.1136/annrheumdis-2023-eular.3781","title":"POS0086 A TRANSVERSAL STUDY OF 826 UNTREATED GOUT PATIENTS SHOWS THAT ECHOGENICITY OF THE RENAL MEDULLA INCREASES WITH GOUT DURATION/SEVERITY AND STEROID USE","year":2023,"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":"Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Gout; Echogenicity; Transversal (combinatorics); Internal medicine; Endocrinology; Medulla; Surgery; Ultrasonography","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":[0.0002904415,0.0003732286,0.0004630381,0.000916057,0.000732355,0.0005289022,0.0001673579,0.000345754,0.003507248],"category_scores_gemma":[0.001089027,0.0003480242,0.0003420096,0.0009076578,0.0003025058,0.0003965413,0.00036781,0.000296061,0.0007021376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001790013,"about_ca_system_score_gemma":0.0002189198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00333636,"about_ca_topic_score_gemma":0.003948539,"domain_scores_codex":[0.9997028,0.00007837616,0.00003421485,0.00007247255,0.00004823695,0.00006393497],"domain_scores_gemma":[0.9991891,0.0002299326,0.0002169762,0.00005384435,0.00009551,0.0002146478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004340138,0.0001130521,0.9951317,0.00001579128,0.00004438187,0.0003165684,0.0002756386,0.00001534911,0.001711631,0.00001161211,0.00003609084,0.001894215],"study_design_scores_gemma":[0.00002649585,0.0006334611,0.9973688,0.000004387945,0.00005275458,0.000901436,0.0004392674,0.00004437715,0.0002322362,0.0000115108,0.0002795776,0.00000565211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991371,0.0001329971,0.00005583854,0.000008131517,0.000002648655,0.000004695563,0.0001311666,0.000001684664,0.0005258134],"genre_scores_gemma":[0.9990286,0.0001059148,0.00006654405,0.00003472819,0.000009364221,0.00000692631,0.0003090856,0.000003118317,0.0004357094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003507248,"threshold_uncertainty_score":0.01173294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04183092662285355,"score_gpt":0.2704164934833304,"score_spread":0.2285855668604769,"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."}}