{"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 >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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005759397,0.0003951252,0.0003600811,0.0009043855,0.0006266363,0.0008199794,0.0005930863,0.000624083,0.00213561],"category_scores_gemma":[0.001367386,0.000476068,0.0006161289,0.00124686,0.0003273858,0.0005913219,0.0006045325,0.0007911944,0.0005518003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000461949,"about_ca_system_score_gemma":0.0003963088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01331239,"about_ca_topic_score_gemma":0.01437005,"domain_scores_codex":[0.999575,0.00007490782,0.00005024337,0.0001471532,0.00006732931,0.00008537634],"domain_scores_gemma":[0.9990772,0.0001039686,0.0003442796,0.0001358482,0.000108346,0.0002302985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001384266,0.00004319939,0.9992655,0.00000464907,0.0000381126,0.00003001964,0.00004071384,0.00001229205,0.00009984175,0.000005077141,0.0000697738,0.0002523489],"study_design_scores_gemma":[0.00003060792,0.0001628918,0.9991688,0.000004018612,0.00005295357,0.0001657581,0.0001342727,0.0001132437,0.00004203254,0.000008298504,0.0001140131,0.000003297984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984632,0.00007205169,0.00005135164,0.00002342388,0.000003953542,0.00002075017,0.001061007,0.000003871849,0.0003003792],"genre_scores_gemma":[0.9984458,0.00005920234,0.00006892058,0.00005120985,0.00001484094,0.00002290982,0.001108633,0.000002483575,0.0002259937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01331239,"threshold_uncertainty_score":0.02646983,"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."}}