{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002954877,0.0001492841,0.0006245716,0.00041299,0.00003155724,0.000008518018,0.0001561167,0.0001105211,0.0004139353],"category_scores_gemma":[0.00006673832,0.0001035193,0.0001523464,0.0003854828,0.00007084964,0.00009195205,0.00003016363,0.0001149891,0.00000554994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000128681,"about_ca_system_score_gemma":0.0003803692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09251189,"about_ca_topic_score_gemma":0.2314562,"domain_scores_codex":[0.9988592,0.0001026227,0.0006158959,0.0001720513,0.00002787271,0.0002223774],"domain_scores_gemma":[0.9990976,0.0001154002,0.0003436474,0.0001916848,0.0002076422,0.00004398012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003441774,0.00007762777,0.1430942,0.00001065051,0.0005888975,0.000004664362,0.00005620216,0.000025568,0.8494987,0.000007861499,0.004926447,0.001364925],"study_design_scores_gemma":[0.001817111,0.000175733,0.2089575,0.00008376122,0.0001527752,0.0000583023,0.0000238863,3.154394e-7,0.785869,0.000009509477,0.002720438,0.0001316426],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974113,0.0002640881,0.0001256274,0.001620915,0.000405647,0.0001012218,0.000046197,0.000003135556,0.00002193879],"genre_scores_gemma":[0.9985448,0.0004829332,0.0001283338,0.0007664241,0.00002890459,1.92262e-7,0.000002463608,0.00001095183,0.00003498337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1389443,"threshold_uncertainty_score":0.9135311,"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."}}