{"id":"W4391104808","doi":"10.1002/ijgo.15311","title":"The current state of pertussis vaccination in pregnancy around the world, with recommendations for improved care: Consensus statements from the Global Pertussis Initiative","year":2024,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Sanofi","keywords":"Consensus conference; Vaccination; Medicine; State (computer science); Political science; Pertussis vaccine; Pregnancy; Virology; Immunization; Immunology; Computer science; 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":[],"consensus_categories":[],"category_scores_codex":[0.02847616,0.001000421,0.00164106,0.0028382,0.001168448,0.003577957,0.003726485,0.005402445,0.003592362],"category_scores_gemma":[0.04364271,0.0006845588,0.00170495,0.00283074,0.001519801,0.003862916,0.002894078,0.008988975,0.002488598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004402702,"about_ca_system_score_gemma":0.02220487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01526833,"about_ca_topic_score_gemma":0.01900204,"domain_scores_codex":[0.9867552,0.003990882,0.003546699,0.0007907539,0.004083148,0.0008333447],"domain_scores_gemma":[0.9698429,0.008997024,0.003595701,0.0004908181,0.01378209,0.00329137],"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":[0.0001173927,0.00009974818,0.002503268,0.01198071,0.0001421002,0.0002508097,0.0007131799,0.0004751922,0.0005587966,0.004181876,0.4585066,0.5204703],"study_design_scores_gemma":[0.00004699093,0.00009196475,0.004066944,0.03163822,0.0002825221,0.0003719429,0.000971446,0.0002361279,0.0003084224,0.004704573,0.957212,0.0000688085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.001037112,0.493488,0.002526985,0.4751012,0.01870776,0.0001737874,0.0010082,0.0001130511,0.007843916],"genre_scores_gemma":[0.01282358,0.8362107,0.01867506,0.1155124,0.008891306,0.0006208304,0.002835512,0.0001022506,0.004328356],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02847616,"threshold_uncertainty_score":0.1505982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0286821982138307,"score_gpt":0.341779665025519,"score_spread":0.3130974668116883,"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."}}