{"id":"W4213418527","doi":"10.1101/2022.02.22.22271358","title":"Safety of COVID-19 vaccines in pregnancy: a Canadian National Vaccine Safety (CANVAS) Network study","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut National de Santé Publique du Québec; Alberta Children's Hospital; University of Calgary; Sinai Health System; Centre Hospitalier Universitaire de Sherbrooke; Dalhousie University; University of Toronto; BC Children's Hospital; BC Centre for Disease Control; University of British Columbia","funders":"Canadian Institutes of Health Research; BC Children's Hospital; Michael Smith Health Research BC; Public Health Agency; Canadian Child Health Clinician Scientist Program; Children's Hospital Foundation; Public Health Agency of Canada","keywords":"Medicine; Vaccination; Pregnancy; Odds ratio; Logistic regression; Odds; Coronavirus disease 2019 (COVID-19); Obstetrics; Pediatrics; Internal medicine; Immunology; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003509291,0.0005594682,0.001323729,0.001304837,0.0002326488,0.00002159912,0.0005657051,0.0002994178,0.003763206],"category_scores_gemma":[0.005413376,0.0005738536,0.0002677479,0.001585034,0.00003663288,0.00008021379,0.0007374725,0.001513988,0.00001241907],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005351794,"about_ca_system_score_gemma":0.01262938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1737167,"about_ca_topic_score_gemma":0.4143027,"domain_scores_codex":[0.9944432,0.000640016,0.001518962,0.00139747,0.001282523,0.0007178257],"domain_scores_gemma":[0.9960626,0.0004533592,0.00063039,0.001618414,0.0004094315,0.0008258547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001321415,0.0006519491,0.9359609,0.0009187796,0.0003649057,0.0002786696,0.00177387,0.05472987,0.00003148251,0.0001983738,0.002806941,0.0009628766],"study_design_scores_gemma":[0.004221934,0.000410444,0.9437611,0.000526829,0.0002569428,0.00005558967,0.0004391199,0.0005350941,0.00001048009,0.001009158,0.04831171,0.0004616372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9202923,0.004056244,0.0002420948,0.05471034,0.003823302,0.01144584,0.0007327612,0.0003097978,0.00438729],"genre_scores_gemma":[0.9943374,0.0004614404,0.0002201412,0.001917437,0.0008354647,0.0004553081,0.0005592536,0.0001024918,0.00111109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.240586,"threshold_uncertainty_score":0.9996713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0438682350231969,"score_gpt":0.3447137787977977,"score_spread":0.3008455437746008,"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."}}