{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00592135,0.0007561699,0.004059073,0.001787051,0.0002817056,0.0001247486,0.0004549939,0.0008330367,0.0003124458],"category_scores_gemma":[0.01302916,0.0003616235,0.0003799152,0.001713479,0.00006978916,0.0002178701,0.00125447,0.002333582,0.0002833984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005371886,"about_ca_system_score_gemma":0.000468893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001500658,"about_ca_topic_score_gemma":0.00001201469,"domain_scores_codex":[0.9931053,0.001937549,0.00142584,0.0009365144,0.001498214,0.001096616],"domain_scores_gemma":[0.9941578,0.002108382,0.0003509208,0.001115407,0.001758124,0.000509378],"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":[0.0001471019,0.0001199906,0.001261132,0.03178032,0.0004602937,0.0001099327,0.0003162613,4.11367e-8,0.000005905837,0.0002629797,0.00526685,0.9602692],"study_design_scores_gemma":[0.001662772,0.0008484577,0.0006569518,0.008749325,0.0007303734,0.00005778883,0.0001773007,0.000003928791,0.0000149814,0.0005651113,0.9861227,0.0004103077],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006798867,0.9932718,0.00001129302,0.000871657,0.0003398834,0.003865592,0.00006862818,0.0001727808,0.001330386],"genre_scores_gemma":[0.000008161145,0.9876661,0.002090395,0.0001170682,0.0008930771,0.0007463661,0.00005606524,0.0001162034,0.008306609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9808558,"threshold_uncertainty_score":0.9999681,"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."}}