{"id":"W2025249465","doi":"10.3402/ijch.v72i0.21142","title":"The epidemiology of invasive disease due to<i>Haemophilus influenzae</i>serotype a in the Canadian North from 2000 to 2010","year":2013,"lang":"en","type":"article","venue":"International Journal of Circumpolar Health","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Goddard Space Flight Center","keywords":"Incidence (geometry); Epidemiology; Medicine; Population; Disease surveillance; Serotype; Haemophilus influenzae; Demography; Case fatality rate; Meningitis; Pneumonia; Public health; Pediatrics; Environmental health; Internal medicine; Pathology; Immunology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008877009,0.0001090072,0.0002962252,0.00028083,0.0001851828,0.0000236259,0.0006760595,0.00008232632,0.0002095224],"category_scores_gemma":[0.001565938,0.0000668685,0.00009308078,0.0001625435,0.00006261701,0.0001255537,0.00004453128,0.0003972963,0.0001850166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002592641,"about_ca_system_score_gemma":0.001674769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3608929,"about_ca_topic_score_gemma":0.5180978,"domain_scores_codex":[0.9981574,0.0005975351,0.0007736824,0.0001207535,0.00005335747,0.0002973108],"domain_scores_gemma":[0.9978245,0.0008804324,0.0004079231,0.0002082036,0.000497403,0.0001814667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004816879,0.0001747134,0.9259254,0.000009487462,0.0003286379,0.00002379576,0.003718344,0.0002779066,0.003492221,0.001837989,0.05205115,0.01167871],"study_design_scores_gemma":[0.0003882187,0.0001714699,0.9548943,0.00005925885,0.00000764076,0.00009788549,0.000118677,0.000001169606,0.00006042128,0.001834335,0.04230526,0.0000613813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9299568,0.001963855,0.00004008749,0.06521821,0.002330489,0.0003102057,0.0001478013,0.000002713358,0.00002986034],"genre_scores_gemma":[0.9877052,0.0001804086,0.00004695608,0.01173357,0.0002508732,0.00001684857,0.00002919255,0.000006997813,0.00002993024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1572048,"threshold_uncertainty_score":0.6433629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02845076755864922,"score_gpt":0.2998754351913758,"score_spread":0.2714246676327266,"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."}}