{"id":"W3155090119","doi":"10.9778/cmajo.20200239","title":"Obstetric and perinatal health outcomes after pertussis vaccination during pregnancy in Ontario, Canada: a retrospective cohort study","year":2021,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Society of Obstetricians and Gynaecologists of Canada; BC Children's Hospital; Ottawa Hospital; Izaak Walton Killam Health Centre; Children's Hospital of Eastern Ontario; Queen's University; Bruyère; Toronto Public Health; Public Health Ontario; University of British Columbia; Kingston Health Sciences Centre; University of Ottawa; Dalhousie University; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Retrospective cohort study; Medicine; Pregnancy; Vaccination; Cohort; Obstetrics; Cohort study; Pediatrics; Virology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008316916,0.0001211238,0.0003498745,0.00007227321,0.0001809809,0.00005785411,0.00009529832,0.00006000471,0.001802967],"category_scores_gemma":[0.00007283544,0.0001070643,0.00002144347,0.0001744206,0.00000749453,0.0001832625,0.0002700737,0.0001930648,0.00000535463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007846825,"about_ca_system_score_gemma":0.0005387624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9732221,"about_ca_topic_score_gemma":0.9983737,"domain_scores_codex":[0.9990927,0.0001306409,0.0002252485,0.0003296817,0.00001894742,0.0002027912],"domain_scores_gemma":[0.9996216,0.00003199444,0.00006439105,0.0001942732,0.00006668134,0.00002103141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003467544,0.0001142967,0.9978966,0.0000110742,0.0000892383,0.00002731049,0.0008170646,2.014486e-7,0.0002110726,0.00001779413,0.00005106372,0.000729686],"study_design_scores_gemma":[0.001618051,0.00008396168,0.9968207,0.00004703377,0.0000137697,0.0000508553,0.000420469,1.561291e-7,0.0001795477,0.000006077878,0.000640121,0.0001192626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965799,0.001295034,4.799321e-7,0.0002807537,0.0006248807,0.0007826088,0.00001854506,0.00001015304,0.000407651],"genre_scores_gemma":[0.9933929,0.0000454156,0.00000895011,0.00003681246,0.000005585953,0.0001916374,0.00002332745,0.00000882907,0.00628657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02515153,"threshold_uncertainty_score":0.9991095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01332370874377341,"score_gpt":0.2587233873833695,"score_spread":0.2453996786395961,"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."}}