{"id":"W4211228718","doi":"10.1016/j.jogc.2022.01.014","title":"Pertussis Vaccination in Canadian Pregnant Women, 2018–2019","year":2022,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada; University of Calgary; Université de Montréal; University of Manitoba; Public Health Agency of Canada","funders":"Public Health Agency of Canada","keywords":"Medicine; Vaccination; Family medicine; Obstetrics; Pregnancy; Pediatrics; Gynecology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004853852,0.0002479685,0.0002892246,0.0009186329,0.001935687,0.0007361184,0.000782092,0.000362508,0.001872281],"category_scores_gemma":[0.002422236,0.0003128191,0.000382743,0.002503557,0.0003026535,0.0002580864,0.00054049,0.0007444255,0.0002756003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02309146,"about_ca_system_score_gemma":0.02960413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9952422,"about_ca_topic_score_gemma":0.9961863,"domain_scores_codex":[0.999193,0.0000320017,0.00004334784,0.00007483723,0.0003828924,0.0002738077],"domain_scores_gemma":[0.9988249,0.00004331538,0.000242781,0.00002008542,0.0005921123,0.0002768368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009401939,0.00003457751,0.9827999,0.0001053824,0.00003098547,0.0002038151,0.001170665,0.00007189959,0.0002445,0.00008081553,0.004170789,0.01099269],"study_design_scores_gemma":[0.00000520667,0.0000231657,0.9959801,0.0000743595,0.00001638807,0.0001137191,0.00118979,0.0001123172,0.00005772266,0.000008651007,0.002412037,0.00000652782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717459,0.003190269,0.0001028213,0.001738465,0.00006559183,0.00008395222,0.01348098,0.00002960778,0.009562397],"genre_scores_gemma":[0.9914561,0.002339938,0.0002589624,0.0004255274,0.00002030355,0.00003773794,0.00320347,0.000007606523,0.002250378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02309146,"threshold_uncertainty_score":0.167541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007322972056156581,"score_gpt":0.2012738590935602,"score_spread":0.1939508870374036,"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."}}