{"id":"W2233968541","doi":"10.3402/ijch.v75.29798","title":"Laboratory characterization of invasive<i>Haemophilus influenzae</i>isolates from Nunavut, Canada, 2000–2012","year":2016,"lang":"en","type":"article","venue":"International Journal of Circumpolar Health","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; Government of Nunavut; Public Health Agency of Canada","funders":"Wellcome Trust","keywords":"Serotype; Multilocus sequence typing; Haemophilus influenzae; Ampicillin; Typing; Amp resistance; Microbiology; Virology; Conjugate vaccine; Biology; Antibiotic resistance; Antibiotics; Hib vaccine; Pasteurellaceae; Genotype; Gene; Genetics","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":[0.0002698499,0.0001251306,0.0003196842,0.0001773471,0.00006547716,0.00001356187,0.0003015008,0.0001131051,0.0007961706],"category_scores_gemma":[0.0002039547,0.00009197071,0.00007405515,0.00008868032,0.00005015634,0.0004396744,0.00003666444,0.0001720459,0.00002267799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003280166,"about_ca_system_score_gemma":0.002838689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04045977,"about_ca_topic_score_gemma":0.03620182,"domain_scores_codex":[0.9986523,0.0001889806,0.0007860717,0.0001185646,0.00007258657,0.0001814851],"domain_scores_gemma":[0.9977522,0.000185848,0.001034904,0.0001223041,0.0008437752,0.00006091138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001541521,0.00008220395,0.03937297,0.000008656395,0.0002556045,0.00000349025,0.0001719718,7.063095e-7,0.9528582,0.0001724499,0.002138058,0.004781561],"study_design_scores_gemma":[0.002775739,0.0003076059,0.5208824,0.0005073419,0.00003353119,0.0002233292,0.00005591763,3.839035e-7,0.288915,0.0003421447,0.1857447,0.0002119409],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881482,0.001800137,0.0003488756,0.004153315,0.004481722,0.00007097326,0.0009700559,0.000008989005,0.00001770589],"genre_scores_gemma":[0.9977194,0.0008917204,0.00002464535,0.0008083714,0.000398354,0.000001401467,0.00006920076,0.00001314986,0.00007372313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6639432,"threshold_uncertainty_score":0.981385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019455936853591,"score_gpt":0.2453034493666473,"score_spread":0.2351088899981114,"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."}}