{"id":"W4387564217","doi":"10.1002/acr2.11620","title":"Effect of Immunosuppressive or Immunomodulatory Agents on Severe <scp>COVID</scp>‐19 Outcomes: A <scp>Population‐Based</scp> Cohort Study","year":2023,"lang":"en","type":"article","venue":"ACR Open Rheumatology","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Simon Fraser University; Alberta Health; Research Canada; Arthritis Research Centre of Canada; University of British Columbia","funders":"Michael Smith Health Research BC; Arthritis Society","keywords":"Medicine; Golimumab; Tofacitinib; Leflunomide; Adalimumab; Internal medicine; Infliximab; Tocilizumab; Etanercept; Abatacept; Population; Azathioprine; Rituximab; Rheumatoid arthritis; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001609969,0.0005999806,0.0004263066,0.0006010351,0.0005681414,0.001074627,0.0008013581,0.0006941441,0.001676167],"category_scores_gemma":[0.002677967,0.0004896865,0.001572436,0.001082339,0.0002983428,0.0005371005,0.0008521233,0.001299362,0.0003074261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006992925,"about_ca_system_score_gemma":0.001001226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02912103,"about_ca_topic_score_gemma":0.02746071,"domain_scores_codex":[0.9990168,0.0002474845,0.0001005741,0.0002989797,0.0001697214,0.0001664784],"domain_scores_gemma":[0.9972855,0.0002483528,0.001158119,0.0005053353,0.0003263085,0.0004764461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005231991,0.00005276494,0.9977112,0.00001396035,0.0005615494,0.00005454246,0.00002830732,0.00006125717,0.0001345489,0.00002266822,0.0002729069,0.0005629672],"study_design_scores_gemma":[0.000095575,0.0002539249,0.9980762,0.00001451917,0.0003143383,0.0001732428,0.00007058579,0.0004595541,0.00007859146,0.00002695539,0.0004295165,0.000006948625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957996,0.0002110616,0.000161454,0.00006378028,0.00001564184,0.00003463199,0.00332395,0.000005673339,0.0003841077],"genre_scores_gemma":[0.9966347,0.0001242542,0.0001615157,0.00006643622,0.00002408527,0.00003336251,0.002684394,0.000004502706,0.0002667524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02912103,"threshold_uncertainty_score":0.05790305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05212836539853106,"score_gpt":0.4459373510825957,"score_spread":0.3938089856840647,"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."}}