{"id":"W4407101448","doi":"10.1080/21645515.2025.2458353","title":"Acceptance and attitudes towards COVID-19 vaccination during pregnancy in Canada","year":2025,"lang":"en","type":"article","venue":"Human Vaccines & Immunotherapeutics","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montfort Hospital; Memorial University of Newfoundland; Horizon Health Network; Dalhousie University; University of Manitoba; Public Health Ontario; University of Ottawa; Mount Sinai Hospital; University of Calgary; University of Saskatchewan; Université de Montréal; St. Michael's Hospital; University of Toronto; Women's Health Research Institute; BC Children's Hospital; McMaster University; Government of New Brunswick; B.C. Women's Hospital & Health Centre; University of British Columbia","funders":"University of Toronto; Dalhousie University; Public Health Agency; Memorial University of Newfoundland; Public Health Agency of Canada; McMaster University","keywords":"Coronavirus disease 2019 (COVID-19); Vaccination; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pregnancy; Pandemic; Medicine; Virology; Immunology; Outbreak; Biology; Infectious disease (medical specialty); Disease; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.0001457522,0.0002490265,0.0003711432,0.000335854,0.0002061314,0.0000463829,0.0001517118,0.00008516243,0.0002735436],"category_scores_gemma":[0.0001909478,0.0002491074,0.00004786434,0.0005241989,0.00001807198,0.0001666495,0.00007613605,0.0002563931,0.000001601188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002283009,"about_ca_system_score_gemma":0.001871856,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2492477,"about_ca_topic_score_gemma":0.5497701,"domain_scores_codex":[0.9984451,0.00005906684,0.0004685211,0.0004613557,0.000233328,0.0003326462],"domain_scores_gemma":[0.9989878,0.00006735451,0.0001305181,0.0006044708,0.0001111172,0.00009875523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003136872,0.0001571313,0.946535,0.001498304,0.0001609361,0.00004573237,0.0006865811,0.0000917655,0.01787147,0.0005011387,0.0001595375,0.03197871],"study_design_scores_gemma":[0.003652764,0.00005611665,0.9881827,0.0003961831,0.00007332089,0.00004026631,0.0001819633,0.0000721608,0.003486763,0.0003001517,0.003350362,0.0002072143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796433,0.01170199,0.0001777589,0.006785325,0.0002819743,0.0007947719,0.000004687151,0.0001045491,0.000505642],"genre_scores_gemma":[0.9941142,0.001208524,0.00009792741,0.002620736,0.0000655268,0.00004729925,0.00001253598,0.00003258991,0.0018007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3005224,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03498337518780104,"score_gpt":0.3590907786599468,"score_spread":0.3241074034721457,"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."}}