{"id":"W1155155413","doi":"10.1016/j.vaccine.2015.08.041","title":"Does influenza vaccination improve pregnancy outcome? Methodological issues and research needs","year":2015,"lang":"en","type":"review","venue":"Vaccine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agricultural Research Institute of Ontario","funders":"World Health Organization","keywords":"Vaccination; Medicine; Pregnancy; Influenza vaccine; Observational study; Adverse effect; Confounding; Immunization; Vaccine efficacy; Randomized controlled trial; Pediatrics; Intensive care medicine; Environmental health; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4883718,0.002683819,0.01178689,0.005435918,0.002237605,0.007743125,0.008062083,0.007248246,0.006868886],"category_scores_gemma":[0.7605325,0.001830237,0.01670922,0.006789932,0.006680645,0.01173912,0.005728253,0.006701558,0.001291421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005515009,"about_ca_system_score_gemma":0.0176224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01570592,"about_ca_topic_score_gemma":0.01176221,"domain_scores_codex":[0.5591073,0.3334852,0.0736869,0.0107291,0.02027481,0.002716695],"domain_scores_gemma":[0.2417289,0.6508453,0.0278757,0.04262812,0.03406901,0.002853043],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01364666,0.0007802625,0.04261373,0.254362,0.08940022,0.0006938237,0.004509213,0.003178045,0.0007199057,0.04817126,0.05229133,0.4896335],"study_design_scores_gemma":[0.00680631,0.004927716,0.0569106,0.354218,0.1102313,0.001048671,0.003812712,0.008363116,0.002063246,0.2462114,0.2046919,0.0007149646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01006135,0.6421289,0.03137517,0.2704245,0.0264531,0.007831482,0.004113198,0.0002681286,0.007344343],"genre_scores_gemma":[0.2882357,0.2926631,0.1152311,0.2298333,0.03771483,0.02873759,0.003924593,0.0006333418,0.003026362],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5116282,"threshold_uncertainty_score":0.6309287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5890581339925847,"score_gpt":0.6022627434363194,"score_spread":0.01320460944373469,"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."}}