{"id":"W4293215545","doi":"10.1002/acr2.11495","title":"Characteristics and Outcomes of People With Gout Hospitalized Due to COVID‐19: Data From the COVID‐19 Global Rheumatology Alliance Physician‐Reported Registry","year":2022,"lang":"en","type":"article","venue":"ACR Open Rheumatology","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Canadian Arthritis Patient Alliance","funders":"European League Against Rheumatism; American College of Rheumatology Research and Education Foundation","keywords":"Medicine; Comorbidity; Internal medicine; Cohort; Gout; Cohort study; Diabetes mellitus","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":[0.0005236903,0.0001530563,0.0002792333,0.0009875186,0.0003101699,0.0004386753,0.0002585371,0.000335075,0.001208972],"category_scores_gemma":[0.001712588,0.0001464939,0.0004468454,0.001437553,0.0002030114,0.0005146943,0.0004823878,0.0003985541,0.0001986306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003831365,"about_ca_system_score_gemma":0.0003971457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009529401,"about_ca_topic_score_gemma":0.01216748,"domain_scores_codex":[0.9995064,0.00007888698,0.0001041565,0.00009407059,0.0001111352,0.0001054087],"domain_scores_gemma":[0.9985417,0.0001259687,0.0009323346,0.00005671403,0.0001200299,0.0002233501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004265876,0.0000171063,0.999043,0.00001116792,0.00002081448,0.00003953649,0.0000529859,0.00002388993,0.00003645806,0.000009585987,0.0001920488,0.0005106031],"study_design_scores_gemma":[0.00000553684,0.0000414959,0.9993569,0.00001284362,0.00001025566,0.000148946,0.0002021611,0.00005834663,0.00001476571,0.00001125045,0.0001351989,0.000002191441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950755,0.0002908898,0.00004690032,0.00007861655,0.000007899093,0.0000170017,0.00385057,0.000003977289,0.0006285729],"genre_scores_gemma":[0.9957645,0.00019779,0.00005173283,0.00004934649,0.00001347502,0.00002313538,0.003793906,0.000002261039,0.0001037097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009529401,"threshold_uncertainty_score":0.0189479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02825855904979869,"score_gpt":0.3051273866855136,"score_spread":0.276868827635715,"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."}}