{"id":"W4406393751","doi":"10.3899/jrheum.2024-1075","title":"Inpatient Management of Gout: Serum Urate Testing and Allopurinol Dose Adjustment","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Research Council of New Zealand","keywords":"Medicine; Gout; Intensive care medicine; MEDLINE; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006094859,0.0001942669,0.0002991827,0.0006457308,0.0006352624,0.001039482,0.0004004944,0.000413363,0.002411822],"category_scores_gemma":[0.005588531,0.0002223659,0.000255664,0.001100462,0.0003567141,0.0006083974,0.0007088215,0.0008518411,0.0002596353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008081532,"about_ca_system_score_gemma":0.001074618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01033749,"about_ca_topic_score_gemma":0.01593142,"domain_scores_codex":[0.9983528,0.0003524804,0.00028819,0.0001460002,0.0004981044,0.0003624381],"domain_scores_gemma":[0.9954824,0.0006826231,0.002998293,0.00006860935,0.0002755522,0.0004924915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002890121,0.00002391495,0.9956292,0.00001743213,0.00001124069,0.000394218,0.00007278885,0.00003385448,0.0001182303,0.00002001842,0.0002172295,0.003433035],"study_design_scores_gemma":[0.000003785261,0.00008016184,0.9959431,0.00006927348,0.00001077801,0.002390251,0.0006912021,0.0003642497,0.0001446991,0.0000420251,0.0002555585,0.000004800829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949141,0.001015825,0.0002085482,0.00083745,0.00002731933,0.00002536601,0.0002043743,0.00001838325,0.00274864],"genre_scores_gemma":[0.9991435,0.0003090949,0.0001522727,0.0001560685,0.00003157059,0.000003991949,0.0001045084,0.000002446712,0.00009664027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01033749,"threshold_uncertainty_score":0.0205546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601323371296923,"score_gpt":0.2642379446207779,"score_spread":0.2482247109078086,"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."}}