{"id":"W3135945629","doi":"10.1016/j.bpobgyn.2021.03.008","title":"Vaccination in pregnancy: Challenges and evidence-based solutions","year":2021,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Obstetrics & Gynaecology","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Ottawa Hospital; Queen's University; University of Calgary","funders":"University of Calgary","keywords":"Medicine; Vaccination; Facilitator; Tetanus; Socioeconomic status; Pregnancy; Health care; Environmental health; Family medicine; Immunology; Population; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.02516263,0.0003757966,0.002087323,0.001395639,0.0008871037,0.0003195751,0.001029129,0.001944019,0.0009314289],"category_scores_gemma":[0.5723694,0.0003731828,0.0004540699,0.003391544,0.0002232191,0.001437158,0.0007097579,0.004297335,0.000303757],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001587077,"about_ca_system_score_gemma":0.01132803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003196419,"about_ca_topic_score_gemma":0.003533392,"domain_scores_codex":[0.9683532,0.02542473,0.001898655,0.001415695,0.001456476,0.001451281],"domain_scores_gemma":[0.7648758,0.2312189,0.0007688241,0.0007268294,0.001967766,0.0004418032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007437552,0.001388985,0.0002269901,0.002346564,0.00006965281,0.0008432102,0.0004050951,3.209215e-7,2.054501e-9,0.01534698,0.000575337,0.9787894],"study_design_scores_gemma":[0.0005502815,0.0007701786,0.00164284,0.005010916,0.0003792686,0.000007051447,0.001552406,0.000007349569,8.235016e-9,0.0005713428,0.9891673,0.0003410646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004791814,0.9695398,0.00001743323,0.01009008,0.002008337,0.002019718,0.000006461253,0.00004240862,0.01627094],"genre_scores_gemma":[0.0003138714,0.9971863,0.0004407953,0.0001311616,0.0004352049,0.0005143139,0.00001859102,0.00005172962,0.0009080186],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.988592,"threshold_uncertainty_score":0.9999819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5894114958753879,"score_gpt":0.5782417464819171,"score_spread":0.01116974939347082,"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."}}