{"id":"W2177925390","doi":"10.1371/journal.pone.0142179","title":"The Epidemiology of Invasive Haemophilus influenzae Non-Serotype B Disease in Ontario, Canada from 2004 to 2013","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health; University of Toronto; Public Health Ontario","funders":"","keywords":"Epidemiology; Incidence (geometry); Haemophilus influenzae; Medicine; Serotype; Poisson regression; Population; Disease surveillance; Disease; Pediatrics; Demography; Internal medicine; Environmental health; Immunology; Biology; Antibiotics; Microbiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007251605,0.0006150414,0.0004895451,0.003289754,0.002984987,0.001583343,0.001694075,0.0004562417,0.001779995],"category_scores_gemma":[0.002492466,0.0004750168,0.0009590577,0.00669178,0.0008247784,0.0005081858,0.00112038,0.0006506528,0.0002286453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07291568,"about_ca_system_score_gemma":0.1120342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9985349,"about_ca_topic_score_gemma":0.9989267,"domain_scores_codex":[0.9984459,0.00005921906,0.0001130121,0.000174929,0.0007248903,0.0004821559],"domain_scores_gemma":[0.9956684,0.00008407122,0.0008643798,0.00006339327,0.002464171,0.0008555843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001029613,0.00002512424,0.9802556,0.0003328863,0.0001001555,0.0003318477,0.001372652,0.0003279578,0.0003931802,0.0001872599,0.006730579,0.009839818],"study_design_scores_gemma":[0.000005648362,0.00002387443,0.9922726,0.0001966855,0.00004615384,0.0001815614,0.001337055,0.0002546927,0.00008497843,0.00002447202,0.005557252,0.00001509971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9008183,0.01537434,0.001015515,0.003300963,0.0001836124,0.0005042611,0.06316777,0.0001385989,0.01549666],"genre_scores_gemma":[0.97537,0.006416338,0.001018252,0.0006469876,0.00004320894,0.0001226558,0.01153174,0.00002792435,0.004822888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07291568,"threshold_uncertainty_score":0.5290428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05873659038547499,"score_gpt":0.2416440380789002,"score_spread":0.1829074476934252,"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."}}