{"id":"W7096178508","doi":"","title":"RESEARCH ARTICLE The Epidemiology of Invasive Haemophilus influenzae Non-Serotype B Disease in","year":2016,"lang":"en","type":"article","venue":"","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Incidence (geometry); Haemophilus influenzae; Disease; Serotype; Poisson regression; Antibiotic resistance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003816721,0.0001583151,0.0002033822,0.001680145,0.0005285479,0.0008043009,0.0005293253,0.0002284969,0.002665775],"category_scores_gemma":[0.001385398,0.0001718455,0.0001797044,0.002876576,0.0004719954,0.0003684001,0.0004690787,0.0003289645,0.0001787428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003515393,"about_ca_system_score_gemma":0.006064042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7216327,"about_ca_topic_score_gemma":0.7328225,"domain_scores_codex":[0.9993562,0.00008369927,0.0000671717,0.00009295109,0.0002386893,0.0001611854],"domain_scores_gemma":[0.9982656,0.0001190059,0.0008266133,0.00004463327,0.0003910996,0.000353202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002751278,0.00001824137,0.9936737,0.00009165418,0.00002249227,0.0001626256,0.0003876368,0.00003201064,0.0002286211,0.00004608543,0.000813971,0.004495501],"study_design_scores_gemma":[7.797378e-7,0.00001310861,0.9987743,0.00002763173,0.000002751696,0.0001573473,0.000324617,0.00001776775,0.00001310808,0.000006727958,0.0006605685,0.000001215787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851638,0.00489651,0.0001368879,0.0005198435,0.00002204087,0.00004497706,0.003619217,0.0000110596,0.005585631],"genre_scores_gemma":[0.9950005,0.002767877,0.0001509392,0.0001285844,0.00002929894,0.00001319831,0.001223048,0.00000319868,0.0006832184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7216327,"threshold_uncertainty_score":0.5600134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1064657213734236,"score_gpt":0.4123192323058332,"score_spread":0.3058535109324096,"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."}}