{"id":"W2953816098","doi":"10.1139/cjm-2019-0210","title":"Continuing surveillance of invasive <i>Haemophilus influenzae</i> disease in northwestern Ontario emphasizes the importance of serotype a and non-typeable strains as causes of serious disease: a Canadian Immunization Research Network (CIRN) Study","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Agency of Canada; Toronto Public Health; Public Health Ontario; NOSM University; University of Ottawa","funders":"Canadian Immunization Research Network; University of Oxford; Wellcome Trust","keywords":"Haemophilus influenzae; Serotype; Epidemiology; Disease; Pasteurellaceae; Incidence (geometry); Virology; Molecular epidemiology; Medicine; Hib vaccine; Microbiology; Biology; Antibiotics; Genotype; Internal medicine; Genetics; Gene","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":[0.000687899,0.000281627,0.0002950989,0.0006778218,0.001875371,0.0009558763,0.0006008066,0.0003126614,0.001110715],"category_scores_gemma":[0.001688819,0.0002219408,0.0002985496,0.001459127,0.0006998899,0.000415836,0.0005323483,0.0003745259,0.0001070464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01152616,"about_ca_system_score_gemma":0.01356258,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9622466,"about_ca_topic_score_gemma":0.9840403,"domain_scores_codex":[0.9990332,0.0000885057,0.00006791587,0.0001173172,0.0004096299,0.0002834014],"domain_scores_gemma":[0.9975187,0.0001369919,0.000680992,0.00009569814,0.0009973581,0.0005702986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002153906,0.00001124362,0.9978331,0.000010627,0.000008024525,0.00007989975,0.0002678807,0.000016579,0.0002821277,0.00001148888,0.0001773429,0.001280169],"study_design_scores_gemma":[0.000001410427,0.00001760605,0.9986198,0.00001097714,0.000007461158,0.00009903608,0.0006626938,0.00005786742,0.00008330358,0.000004584123,0.0004327975,0.000002368818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977792,0.0004208616,0.00005182905,0.0002209632,0.000007748388,0.00001617561,0.000307534,0.000003481226,0.001192273],"genre_scores_gemma":[0.9985843,0.0004176729,0.0001187317,0.0001114233,0.00001144543,0.000007274438,0.0003557517,0.000001787594,0.000391607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0377534,"threshold_uncertainty_score":0.08362848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150419686609102,"score_gpt":0.2521618981200952,"score_spread":0.237119929459185,"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."}}