{"id":"W4413110938","doi":"10.1016/j.vaccine.2025.127594","title":"Knowledge gaps and research priorities regarding vaccination in pregnancy: A Canadian perspective from the prevention of infections in the maternal-infant dyad (PRIMED) consortium","year":2025,"lang":"en","type":"article","venue":"Vaccine","topic":"Respiratory viral infections research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Université de Montréal; Université Laval; University of Calgary; University of British Columbia; Public Health Ontario; Dalhousie University; University of Toronto; BC Children's Hospital","funders":"University of British Columbia; Canadian Institutes of Health Research; Dalhousie University; Michael Smith Health Research BC; Children's Hospital Foundation","keywords":"Vaccination; Pregnancy; Medicine; Immunization; Family medicine; Environmental health; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02282489,0.0006399174,0.001199587,0.003607319,0.02495091,0.01122419,0.003048093,0.00265876,0.005190062],"category_scores_gemma":[0.02856206,0.0005283447,0.0009376589,0.006642462,0.006976284,0.003643604,0.006073367,0.005663127,0.0003154104],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1580326,"about_ca_system_score_gemma":0.5416219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9917629,"about_ca_topic_score_gemma":0.9953442,"domain_scores_codex":[0.9859795,0.005453046,0.0006175926,0.0008966231,0.003371727,0.003681628],"domain_scores_gemma":[0.952521,0.01552574,0.001769927,0.0006404068,0.01592538,0.01361755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003215888,0.0002673256,0.08150491,0.006277516,0.0003078049,0.002912575,0.3690116,0.001004516,0.0007734473,0.1168447,0.1826101,0.238164],"study_design_scores_gemma":[0.0001014563,0.0001879405,0.08784127,0.01496394,0.0007426295,0.0007776681,0.4644832,0.0009381496,0.0004915597,0.01726219,0.4118307,0.0003793022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1151366,0.09565827,0.001728661,0.701036,0.001623963,0.0003833806,0.002017736,0.000056016,0.08235936],"genre_scores_gemma":[0.7974071,0.1245748,0.007302708,0.06079774,0.0003708663,0.0003041266,0.0009597915,0.00005363016,0.008229289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8419673,"threshold_uncertainty_score":0.9765628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05220807678374211,"score_gpt":0.4115427364328341,"score_spread":0.359334659649092,"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."}}