{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004403982,0.0005535537,0.0002632346,0.00127447,0.001819109,0.001015955,0.0007294689,0.0002694519,0.0008811426],"category_scores_gemma":[0.001155709,0.0002958488,0.0002397042,0.00188775,0.0007558921,0.0001939785,0.0005217745,0.0004092488,0.0002364808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009683153,"about_ca_system_score_gemma":0.01039094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9569615,"about_ca_topic_score_gemma":0.9673129,"domain_scores_codex":[0.9993629,0.00002940747,0.00004749393,0.0001360452,0.0002381709,0.0001859556],"domain_scores_gemma":[0.9979808,0.00009271699,0.0002434393,0.00004668358,0.001350191,0.0002862685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002166893,0.00007923431,0.9682086,0.0001249776,0.00004170997,0.001006008,0.00226723,0.0003145605,0.02003781,0.00008977517,0.0009250625,0.006688387],"study_design_scores_gemma":[0.000005975416,0.00007164632,0.9931563,0.00003989019,0.00002213162,0.0004744682,0.001649554,0.0002150342,0.002312421,0.00001032137,0.002033587,0.000008650973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917898,0.0007451,0.0003229755,0.00008272885,0.00001620909,0.0001327318,0.003380505,0.00001502888,0.003514855],"genre_scores_gemma":[0.9931992,0.0005938617,0.0008986138,0.0001546478,0.00001028092,0.00003788398,0.003465896,0.000008445033,0.001631217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04303849,"threshold_uncertainty_score":0.08658385,"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."}}