{"id":"W4205769977","doi":"10.1136/bmjopen-2021-051254","title":"The Canadian National Vaccine Safety Network: surveillance of adverse events following immunisation among individuals immunised with the COVID-19 vaccine, a cohort study in Canada","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Alberta Children's Hospital; University of Calgary; Sinai Health System; Centre Hospitalier Universitaire de Sherbrooke; Université Laval; Dalhousie University; University of Toronto; BC Children's Hospital; University of British Columbia","funders":"GlaxoSmithKline; Seqirus; Pfizer","keywords":"Medicine; Public health; Family medicine; Institutional review board; Research ethics; Adverse effect; Cohort; Environmental health; Nursing; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.009265386,0.0001630093,0.0003987919,0.0001296021,0.001295978,0.00002719471,0.001099548,0.00003029264,0.00005906333],"category_scores_gemma":[0.0005936311,0.0001066218,0.00005581858,0.001064288,0.00002273648,0.0001091961,0.0006032876,0.0004487412,0.000001350629],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003574459,"about_ca_system_score_gemma":0.02463862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951323,"about_ca_topic_score_gemma":0.9996609,"domain_scores_codex":[0.9960931,0.001056881,0.0005216908,0.0002822894,0.001584513,0.0004615596],"domain_scores_gemma":[0.9979851,0.0008164914,0.0002491604,0.0006908913,0.0001641585,0.00009414627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001060404,0.0000640511,0.9935457,0.00001174396,0.0003329902,0.00008226072,0.0007001979,0.001975672,0.000007992106,0.00003247505,0.002095022,0.00009153991],"study_design_scores_gemma":[0.005105625,0.0001680651,0.9725291,0.00002324041,0.00003091624,0.00001451863,0.004643328,0.0005493672,0.000004792539,0.00002564875,0.01677407,0.0001313891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815402,0.0000585823,0.000003846442,0.004269911,0.0001097416,0.01207418,0.00005530931,0.000007045179,0.001881198],"genre_scores_gemma":[0.9855025,0.000001163091,0.00001261837,0.01209666,0.00003480207,0.002180832,0.00006127389,0.00002339359,0.00008678868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02106417,"threshold_uncertainty_score":0.9967749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04675787403625058,"score_gpt":0.3718138292230264,"score_spread":0.3250559551867758,"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."}}