{"id":"W3209028205","doi":"10.1097/inf.0000000000003367","title":"Pertussis Disease and Antenatal Vaccine Effectiveness in Australian Children","year":2021,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre","funders":"","keywords":"Pertussis vaccine; Disease; Whooping cough; Bordetella pertussis; Pregnancy; Population","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":[0.00285706,0.000251779,0.0004559617,0.0009412891,0.0002685463,0.0006835747,0.0004905636,0.0004096684,0.001012331],"category_scores_gemma":[0.01275476,0.0002626111,0.0005937525,0.001136295,0.000529265,0.000621399,0.0008623987,0.0007259609,0.0001335954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002035213,"about_ca_system_score_gemma":0.001402641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05100163,"about_ca_topic_score_gemma":0.02842901,"domain_scores_codex":[0.9978495,0.0008824909,0.0002674246,0.000195564,0.0005301062,0.0002749987],"domain_scores_gemma":[0.9945917,0.0010838,0.003090539,0.000137756,0.0005503743,0.0005459002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001052638,0.00004977153,0.9937952,0.0001413972,0.0001163202,0.00009340577,0.0005632864,0.0002118612,0.00009042464,0.00006905692,0.0001735298,0.004590454],"study_design_scores_gemma":[0.000003216413,0.0001042032,0.9993344,0.00003144784,0.00002633258,0.00008930525,0.0001117742,0.00009746107,0.00002655032,0.00001861092,0.0001549076,0.000001829957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957124,0.00198667,0.00005840397,0.0005710333,0.00001236817,0.00002101557,0.0004873691,0.000003738508,0.001146924],"genre_scores_gemma":[0.998931,0.0006904893,0.00008823205,0.00004499177,0.000008509873,0.00001809516,0.0001262661,0.000001187064,0.00009136872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05100163,"threshold_uncertainty_score":0.1014096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005875968572339282,"score_gpt":0.2289546757237934,"score_spread":0.2230787071514541,"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."}}