{"id":"W4223977625","doi":"10.1016/s2665-9913(22)00096-0","title":"Vaccine effectiveness against SARS-CoV-2 infection and severe outcomes among individuals with immune-mediated inflammatory diseases tested between March 1 and Nov 22, 2021, in Ontario, Canada: a population-based analysis","year":2022,"lang":"en","type":"article","venue":"The Lancet Rheumatology","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Canada; University of Manitoba; Women's College Hospital; University of British Columbia; Public Health Ontario; SickKids Foundation; University of Toronto; University of Calgary; Institute for Clinical Evaluative Sciences; McGill University Health Centre; Sunnybrook Health Science Centre","funders":"Hospital for Sick Children; University of British Columbia; University of Toronto; Institute for Clinical Evaluative Sciences; Public Health Agency of Canada; Department of Family and Community Medicine, University of Toronto; Ministry of Health -Singapore; Cancer Care Ontario; Arthritis Society; Eli Lilly and Company","keywords":"Medicine; Ankylosing spondylitis; Rheumatoid arthritis; Population; Immunology; Logistic regression; Immune system; Psoriatic arthritis; Inflammatory arthritis; Disease; Internal medicine; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0007636478,0.0002568697,0.001212617,0.0005721807,0.000266332,0.00002921185,0.0001646451,0.00009215623,0.00002292111],"category_scores_gemma":[0.0003072754,0.0001875703,0.00006502368,0.001068807,0.0001075194,0.00007993497,0.0001926312,0.0006500452,8.588756e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006114057,"about_ca_system_score_gemma":0.001066156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9032313,"about_ca_topic_score_gemma":0.9557728,"domain_scores_codex":[0.9975517,0.0007064224,0.0004286033,0.0004199863,0.0004424056,0.0004509022],"domain_scores_gemma":[0.9975309,0.001713528,0.0001970244,0.0004339852,0.00007919253,0.00004538966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006259764,0.00006852065,0.9974092,0.0001765538,0.00090103,0.00007705089,0.0001551238,0.0000989293,0.0001930356,0.000009788148,0.00004534542,0.0002394744],"study_design_scores_gemma":[0.00531428,0.0001361752,0.9927437,0.00008118054,0.0003695062,0.00002932496,0.00006009044,0.0005407123,0.0001712997,0.00003089907,0.0003139354,0.0002088638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998251,0.0002176214,0.00001015479,0.0004970254,0.00004201891,0.0008169785,0.00009037704,0.0000435831,0.00003124418],"genre_scores_gemma":[0.9978094,0.000006900781,0.000010522,0.001524447,0.00001138472,0.0002909596,0.0003184273,0.00002484612,0.000003149003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05254148,"threshold_uncertainty_score":0.7648893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779899426458572,"score_gpt":0.2846416819037958,"score_spread":0.2668426876392101,"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."}}