{"id":"W4319870385","doi":"10.1016/j.vaccine.2022.12.071","title":"Evaluation of the effectiveness of maternal immunization against pertussis in Alberta using agent-based modeling: A Canadian immunization research network study","year":2023,"lang":"en","type":"article","venue":"Vaccine","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Public Health Ontario; University of Toronto; University of Saskatchewan; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Immunization Research Network; World Health Organization","keywords":"Medicine; Quantile; Vaccination; Immunization; Pregnancy; Epidemiology; Pertussis vaccine; Population; Pediatrics; Obstetrics; Immunology; Internal medicine; Environmental health; Statistics; Antibody","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":[0.006790218,0.001207059,0.0008545597,0.0007262667,0.001332527,0.0009385411,0.002136186,0.0009662244,0.0009873643],"category_scores_gemma":[0.008511882,0.0004909234,0.000968338,0.000977073,0.0006337647,0.0004852696,0.0006198534,0.0009063511,0.0001110822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03273142,"about_ca_system_score_gemma":0.03085171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9738932,"about_ca_topic_score_gemma":0.9545579,"domain_scores_codex":[0.9981523,0.001121819,0.00005148033,0.0001228587,0.0002762736,0.0002752141],"domain_scores_gemma":[0.994723,0.003592978,0.0003328609,0.0001718407,0.0009134137,0.0002659717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006591873,0.004255895,0.1734172,0.000383984,0.001129115,0.0003240508,0.0005609114,0.7752385,0.001704559,0.004109761,0.002394414,0.02988971],"study_design_scores_gemma":[0.00128863,0.003665401,0.09352826,0.0000750236,0.001303382,0.00007018317,0.0009588959,0.8940511,0.001551975,0.0007649779,0.002660083,0.00008210143],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938086,0.0007242888,0.00164476,0.000456351,0.00001704853,0.0001529968,0.000628318,0.00003411099,0.002533518],"genre_scores_gemma":[0.9955437,0.0007276154,0.001899008,0.00008395741,0.000007351567,0.00006668775,0.0005852875,0.000007527189,0.001078882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03273142,"threshold_uncertainty_score":0.2374842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08060171577863898,"score_gpt":0.3445421329182546,"score_spread":0.2639404171396156,"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."}}