{"id":"W4411428628","doi":"10.1016/j.ard.2025.06.593","title":"POS1243 SERUM URATE LEVELS AND RECURRENT GOUT FLARE EVENTS AND GOUT-PRIMARY HOSPITALISATIONS: GENERAL POPULATION-BASED INCEPTION COHORT OF &gt;62,000 NEWLY-DIAGNOSED GOUT PATIENTS","year":2025,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada","funders":"","keywords":"Medicine; Gout; Internal medicine; Cohort; Hyperuricemia; Uric acid; Population; Pediatrics; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001751441,0.0002106595,0.0005054952,0.0001171758,0.000148133,0.00002113818,0.0001262963,0.0000680313,0.00005434287],"category_scores_gemma":[0.0006205939,0.0001550466,0.0001539603,0.0002055037,0.0001656975,0.000196625,0.00008292732,0.00007353322,0.000001551497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000364691,"about_ca_system_score_gemma":0.000148773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001974109,"about_ca_topic_score_gemma":0.00001048667,"domain_scores_codex":[0.9983758,0.0001434006,0.0006594059,0.0002422184,0.0003942801,0.0001848642],"domain_scores_gemma":[0.998668,0.0002009244,0.0003730205,0.0003550495,0.0002838212,0.0001191937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002608308,0.0004189109,0.9692959,0.00106107,0.0001951526,4.633166e-7,0.0002236004,0.00003233068,0.00002589807,0.0001570945,0.001212651,0.02711609],"study_design_scores_gemma":[0.001599498,0.0002460206,0.9924457,0.002499443,0.0003802661,4.075788e-7,0.0001187504,0.000517695,0.0003327935,0.001700127,0.00002380659,0.0001354626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950033,0.001885817,0.00002220973,0.001172152,0.0001910476,0.0008882497,0.0006971729,0.00002193054,0.0001181221],"genre_scores_gemma":[0.9983645,0.000363024,0.0001396188,0.0005862095,0.00001880969,0.00004503663,0.0002696633,0.00001498543,0.0001981454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02698063,"threshold_uncertainty_score":0.6322616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046722331567758,"score_gpt":0.3012932832428555,"score_spread":0.2808260599271779,"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."}}