{"id":"W2582451753","doi":"10.1093/jac/dkw565","title":"Antibiotic susceptibility and molecular analysis of invasive<i>Haemophilus influenzae</i>in Canada, 2007 to 2014","year":2016,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Government of Prince Edward Island; Government of New Brunswick; Public Health Ontario; Dalhousie University; St. John’s Health Sciences Centre; University of Toronto; Saskatchewan Disease Control Laboratory; Provincial Laboratory of Public Health; BC Mental Health & Substance Use Services; Nova Scotia Health Authority; Public Health Agency of Canada","funders":"Association of Medical Microbiology and Infectious Disease Canada; Wellcome Trust","keywords":"Multilocus sequence typing; Haemophilus influenzae; Microbiology; Ampicillin; Biology; Antibiotics; Cephalosporin; Sulfamethoxazole; Amp resistance; Antibiotic resistance; Trimethoprim; Serotype; Genotype; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003274625,0.0004363656,0.000310329,0.00195669,0.001347765,0.0006973515,0.0008155392,0.0003441612,0.000684841],"category_scores_gemma":[0.001001138,0.000288645,0.0003846265,0.002701974,0.0005025436,0.0001791219,0.0003883239,0.0005002238,0.0001651143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01695537,"about_ca_system_score_gemma":0.01889821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9789813,"about_ca_topic_score_gemma":0.9853798,"domain_scores_codex":[0.999175,0.00002271404,0.0000459586,0.0001162917,0.0003940045,0.0002460089],"domain_scores_gemma":[0.9982049,0.00003877777,0.0002286315,0.0000234107,0.001205343,0.000299019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001367746,0.00004807804,0.9868439,0.00009499292,0.00005387352,0.0006631516,0.0005932021,0.0001743343,0.003432182,0.00005174961,0.001444021,0.006463796],"study_design_scores_gemma":[0.000002905068,0.00004645945,0.9966279,0.00003192307,0.00002230297,0.0003861378,0.0006251037,0.0001357754,0.0006373385,0.000005508308,0.001472281,0.000006454856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899061,0.001377102,0.0001769437,0.0002323673,0.00001972885,0.00007989499,0.005738928,0.00001780953,0.002451115],"genre_scores_gemma":[0.9925027,0.001335156,0.0004740746,0.0002174554,0.00001473154,0.0000177837,0.004244346,0.000009501133,0.001184204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02101868,"threshold_uncertainty_score":0.1230204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007009381195968192,"score_gpt":0.2298636089446445,"score_spread":0.2228542277486763,"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."}}