{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00187833,0.001263429,0.004556006,0.0001659349,0.000991294,0.0002410962,0.005338967,0.000658243,0.0001305651],"category_scores_gemma":[0.02183583,0.001035106,0.0002679121,0.001531496,0.001038624,0.0006376439,0.007389466,0.001487903,0.0001883042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004582084,"about_ca_system_score_gemma":0.002682061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01526929,"about_ca_topic_score_gemma":0.001145449,"domain_scores_codex":[0.9902257,0.001009248,0.002596159,0.002865479,0.001424506,0.001878956],"domain_scores_gemma":[0.9822386,0.007074705,0.00301721,0.006003436,0.000401521,0.001264539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001006475,0.0006001175,0.8604388,0.0003518808,0.001844097,0.001122554,0.007304331,0.0000294573,0.0001032651,0.001142721,0.1267287,0.0002334618],"study_design_scores_gemma":[0.007556117,0.0009328403,0.8247256,0.0002498822,0.001261981,0.01052385,0.01709284,0.0005891481,0.0000398583,0.001050659,0.1357075,0.0002696441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837566,0.001878832,0.001409807,0.00239207,0.00125669,0.003317709,0.003792927,0.0003034093,0.001891926],"genre_scores_gemma":[0.9785622,0.0009363857,0.004824932,0.009073612,0.00007015976,0.000756148,0.003318557,0.0002344397,0.002223616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03571313,"threshold_uncertainty_score":0.9992099,"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."}}