{"id":"W4400110034","doi":"10.1080/22423982.2024.2371111","title":"Prevalence of <i>Haemophilus influenzae</i> in the nasopharynx of children from regions with varying incidence of invasive <i>H. influenzae</i> serotype a disease: Canadian Immunization Research Network (CIRN) study","year":2024,"lang":"en","type":"article","venue":"International Journal of Circumpolar Health","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; McMaster University; NOSM University; St. Joseph’s Healthcare Hamilton; University of British Columbia; University of Ottawa; Hamilton Regional Laboratory Medicine Program; Public Health Agency of Canada","funders":"Canadian Immunization Research Network","keywords":"Haemophilus influenzae; Serotype; Incidence (geometry); Immunization; Disease; Pasteurellaceae; Medicine; Epidemiology; Virology; Pediatrics; Microbiology; Immunology; Biology; Antibody; Antibiotics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0005709818,0.0004892178,0.0004761897,0.0009534608,0.00119073,0.0009631881,0.0007827985,0.0004990187,0.0006095024],"category_scores_gemma":[0.001093558,0.0004773595,0.0005551131,0.001514168,0.0007836195,0.0003759808,0.0006552509,0.0006318673,0.0001590289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003626805,"about_ca_system_score_gemma":0.002726061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7202244,"about_ca_topic_score_gemma":0.7515378,"domain_scores_codex":[0.999161,0.00008667525,0.00006979006,0.000188306,0.0002750192,0.000219195],"domain_scores_gemma":[0.9992523,0.00005109914,0.0002043523,0.00003739303,0.0002300177,0.0002247477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002884295,0.00001233175,0.9988046,0.00001032934,0.00002293102,0.00005301656,0.0004377291,0.00001315505,0.0002749392,0.000007460789,0.00005806499,0.0002765675],"study_design_scores_gemma":[0.00000184991,0.00003084581,0.9990194,0.000005763747,0.00001059307,0.00008879277,0.0006830809,0.00002306812,0.00003709667,0.000001772232,0.00009507821,0.000002722963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986255,0.0001580913,0.00002573365,0.00001712273,0.000003255128,0.00001748657,0.0007353938,0.000001744186,0.0004157649],"genre_scores_gemma":[0.9991522,0.0001402884,0.00005412185,0.00002477361,0.000003114821,0.0000109046,0.0005101264,0.000001791576,0.0001027367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2797756,"threshold_uncertainty_score":0.5628465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03646046581315819,"score_gpt":0.3578570772797527,"score_spread":0.3213966114665945,"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."}}