{"id":"W4283703578","doi":"10.1136/annrheumdis-2022-eular.4245","title":"POS1443 IDENTIFYING THE NEW EMERGENCE OF RACIAL DISPARITIES IN GOUT OVER THE PAST 3 DECADES – US NATIONAL SURVEY AND PROSPECTIVE COHORT DATA","year":2022,"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":true,"ca_institutions":"Research Canada","funders":"","keywords":"Medicine; National Health and Nutrition Examination Survey; Gout; Demography; Hyperuricemia; National Health Interview Survey; Cohort; Epidemiology; Gerontology; Cohort study; Odds ratio; Prospective cohort study; Odds; Race (biology); Population; Environmental health; Logistic regression; Uric acid; Internal medicine","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":[0.002998631,0.0001831869,0.0002949813,0.0009377112,0.00042306,0.0006828337,0.0004919523,0.0004450419,0.003262033],"category_scores_gemma":[0.006176858,0.0001914559,0.0008498115,0.003083047,0.0001456519,0.000416783,0.0009390031,0.0005077844,0.0006081545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003079189,"about_ca_system_score_gemma":0.001024043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03319304,"about_ca_topic_score_gemma":0.04943895,"domain_scores_codex":[0.9986093,0.0004540353,0.0002065726,0.0003190941,0.0002313902,0.0001795452],"domain_scores_gemma":[0.9971049,0.0004276134,0.001109621,0.0005436891,0.0005915518,0.0002225955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008750567,0.00001359761,0.9912545,0.00004329829,0.0001535484,0.00002661724,0.00005469478,0.00008168818,0.0001309745,0.0001593834,0.003152143,0.004842188],"study_design_scores_gemma":[0.00001567151,0.00003125269,0.9946399,0.00004423995,0.00009215096,0.00005474676,0.0001386465,0.0002695529,0.00005843745,0.0001360549,0.004513365,0.000005978017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9074261,0.003441961,0.00289299,0.001751774,0.0002884866,0.0001085522,0.07777546,0.00007417023,0.006240518],"genre_scores_gemma":[0.9612909,0.001095079,0.003175149,0.0009163843,0.0001711155,0.0002118161,0.03176643,0.00003431578,0.001338836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03319304,"threshold_uncertainty_score":0.06599969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09045221035739523,"score_gpt":0.3656483209316602,"score_spread":0.275196110574265,"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."}}