{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004107071,0.0006608769,0.00290302,0.0006397836,0.0004545407,0.00007261109,0.001533728,0.0003840749,0.0002092546],"category_scores_gemma":[0.150613,0.0004710675,0.0004278861,0.001233482,0.0003704168,0.0002301214,0.002271758,0.000884098,0.0009268768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004429573,"about_ca_system_score_gemma":0.0009495952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004684095,"about_ca_topic_score_gemma":0.0001513357,"domain_scores_codex":[0.9931324,0.001566034,0.001573855,0.001278302,0.001302335,0.001147055],"domain_scores_gemma":[0.9373258,0.05916371,0.0006863084,0.002019379,0.0003345197,0.0004702699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005327244,0.0008039252,0.9741411,0.001234966,0.002030899,0.0005328189,0.001542827,0.0004555209,0.00004418134,0.00003333418,0.01791526,0.0007324588],"study_design_scores_gemma":[0.01150919,0.005638879,0.9760292,0.0003789455,0.0003377743,0.00002387317,0.001085277,0.0005938446,0.000113956,0.00009407757,0.004086351,0.0001086251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904782,0.000101714,0.00002065548,0.000442103,0.0005793106,0.007344731,0.00009254387,0.0002541268,0.0006866072],"genre_scores_gemma":[0.9911264,0.000204461,0.00006538734,0.001071613,0.00001889073,0.001385618,0.0002297477,0.0001071143,0.005790827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1465059,"threshold_uncertainty_score":0.999851,"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."}}