{"id":"W4317893216","doi":"10.14745/ccdr.v49i01a05","title":"Pertussis epidemiology in Canada, 2005–2019","year":2023,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Medicine; Bordetella pertussis; Epidemiology; Whooping cough; Incidence (geometry); Pediatrics; Case fatality rate; Vaccination; Population; Booster dose; Pertussis vaccine; Immunization; Demography; Immunology; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005540201,0.0001728826,0.0004536447,0.00009777674,0.0002415057,0.00000526419,0.0003344242,0.00008759255,0.0009745964],"category_scores_gemma":[0.0007679571,0.0001621604,0.00006369457,0.000309316,0.00005464011,0.00005279391,0.0002183808,0.0003078867,0.00004791839],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008578889,"about_ca_system_score_gemma":0.01067609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9997734,"about_ca_topic_score_gemma":0.9999416,"domain_scores_codex":[0.998024,0.0004087584,0.0006055202,0.0002777633,0.00002639198,0.0006575773],"domain_scores_gemma":[0.9980408,0.000502013,0.0001607802,0.001101445,0.00005945891,0.0001355187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004573815,0.00003004986,0.4783456,0.00001583548,0.00008421781,0.0003981259,0.000007105129,0.0002225075,0.0008688568,0.0001608646,0.519074,0.000747113],"study_design_scores_gemma":[0.0002363621,0.000004125504,0.4847635,0.00002055816,0.00001696548,0.0001081405,0.00009363909,0.00003625366,0.00005228048,0.0000503092,0.5144737,0.0001441574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856988,0.004420502,0.000001528211,0.006042582,0.001779758,0.0001829322,0.0002074152,0.00006782042,0.001598666],"genre_scores_gemma":[0.9884339,0.0005371229,0.000005838206,0.0005922145,0.00002546982,0.00005839257,0.001214655,0.00001920061,0.009113218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009818202,"threshold_uncertainty_score":0.9999387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02810946467002665,"score_gpt":0.2626507560216308,"score_spread":0.2345412913516042,"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."}}