{"id":"W4365998116","doi":"10.3899/jrheum.2022-1306","title":"Considerable Uncertainty About the Burden of Gout in the Middle East and North Africa Region","year":2023,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Middle East; Burden of disease; Gout; Incidence (geometry); Disease burden; Demography; Gerontology; Environmental health; Geography; Population; Archaeology","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":[0.005256884,0.0005594197,0.001126591,0.0008269736,0.00221833,0.002678466,0.001584424,0.01473503,0.003690811],"category_scores_gemma":[0.0504674,0.0006447475,0.0005883261,0.0009043239,0.001866925,0.003039423,0.0009863066,0.0167816,0.002846571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002491819,"about_ca_system_score_gemma":0.002226068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004921621,"about_ca_topic_score_gemma":0.005771501,"domain_scores_codex":[0.9959801,0.002038805,0.0005623451,0.0004059517,0.0007277831,0.0002850252],"domain_scores_gemma":[0.9741673,0.0171888,0.001794109,0.000518126,0.004856497,0.0014752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005021126,0.00001762964,0.001502179,0.0001353951,0.0000250611,0.00179011,0.0002743507,0.00005755492,0.0001030267,0.0007866258,0.983013,0.01224482],"study_design_scores_gemma":[0.0002428453,0.0001382448,0.008462665,0.002078235,0.0001278011,0.01427602,0.002494122,0.001133055,0.0005519545,0.008680367,0.9616492,0.0001654954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001006192,0.002726309,0.00008909319,0.9736813,0.0215541,0.000005493269,0.00006216221,0.00001892145,0.0008565146],"genre_scores_gemma":[0.01948698,0.005961853,0.000313362,0.8087872,0.1631624,0.00002692523,0.00006618613,0.00004064328,0.002154386],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01473503,"threshold_uncertainty_score":0.02780133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08445605021040781,"score_gpt":0.255092897492216,"score_spread":0.1706368472818082,"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."}}