{"id":"W1054027755","doi":"10.1093/femspd/ftv057","title":"What to do about pertussis vaccines? Linking what we know about pertussis vaccine effectiveness, immunology and disease transmission to create a better vaccine: Graphical Abstract Figure.","year":2015,"lang":"en","type":"review","venue":"Pathogens and Disease","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; Public Health Ontario; University of Toronto","funders":"National Institute of Allergy and Infectious Diseases; National Institute of General Medical Sciences","keywords":"Bordetella pertussis; Whooping cough; Pertussis vaccine; Medicine; Immunization; Transmission (telecommunications); Immunology; Population; Immunity; Vaccine efficacy; Disease; Virology; Herd immunity; Vaccination; Biology; Immune system; Environmental health; Computer science; Bacteria","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":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0006661393,0.001514231,0.002940163,0.0009199955,0.0007464224,0.0008824919,0.0004541905,0.001024397,0.0008342705],"category_scores_gemma":[0.0003535606,0.001098822,0.0009139072,0.0006226305,0.00006965239,0.0008909752,0.0004512432,0.0008276821,0.0002736646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000118462,"about_ca_system_score_gemma":0.0004749197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005090261,"about_ca_topic_score_gemma":0.00001279872,"domain_scores_codex":[0.994694,0.0009369118,0.001191673,0.001960405,0.0001042792,0.001112762],"domain_scores_gemma":[0.9958835,0.0005661852,0.0003608397,0.001080665,0.0003237139,0.001785057],"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":[0.001994738,0.0004955914,0.00155412,0.007245388,0.0007720737,0.0001079728,0.0002427966,0.000001526741,0.001866661,0.00004525414,0.001496035,0.9841778],"study_design_scores_gemma":[0.00202854,0.0003593108,0.05415029,0.02971054,0.003280687,0.0001151636,0.00009348657,0.00000233481,0.00001315046,0.0002576122,0.9086109,0.001378024],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05180508,0.9406474,0.00007497478,0.002226108,0.002162118,0.002266563,0.0006538125,0.0001544672,0.000009540714],"genre_scores_gemma":[0.006159357,0.9900995,0.00004290505,0.0005476349,0.0004708571,0.000912099,0.001234177,0.0001796604,0.0003538054],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9827998,"threshold_uncertainty_score":0.9997606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01650050356098795,"score_gpt":0.288519291969749,"score_spread":0.2720187884087611,"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."}}