{"id":"W2072130805","doi":"10.1111/j.1574-695x.2007.00299.x","title":"Population genetics and antibiotic susceptibility of invasive<i>Haemophilus influenzae</i>in Manitoba, Canada, from 2000 to 2006","year":2007,"lang":"en","type":"article","venue":"FEMS Immunology & Medical Microbiology","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba; Public Health Agency of Canada","funders":"Health Canada","keywords":"Multilocus sequence typing; Serotype; Biology; Microbiology; Ampicillin; Haemophilus influenzae; Antibiotic resistance; Ciprofloxacin; Sulfamethoxazole; Virology; Amoxicillin; Typing; Antibiotics; Genotype; Genetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005912266,0.0002905686,0.0007479715,0.0002647267,0.000114606,0.000005369279,0.0003351174,0.001028969,0.0007193811],"category_scores_gemma":[0.0005384096,0.0002716311,0.0000598802,0.0002842768,0.0004775383,0.00004284595,0.0002721694,0.0005595121,0.00006183948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002319185,"about_ca_system_score_gemma":0.0004479597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6946227,"about_ca_topic_score_gemma":0.9425507,"domain_scores_codex":[0.9974263,0.0003479391,0.000957879,0.0005652539,0.00002603204,0.0006766482],"domain_scores_gemma":[0.9985498,0.000626199,0.0002157491,0.0004181133,0.0001115579,0.00007860518],"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":[0.0002504587,0.0001178067,0.2935372,0.00001152258,0.0001185671,0.00001101747,0.0001135215,0.000001843817,0.6979575,0.00004359873,0.0007096297,0.007127383],"study_design_scores_gemma":[0.001598242,0.0003201642,0.8825584,0.00007156292,0.00003296665,0.0002246052,0.0002021485,4.193396e-7,0.1046261,0.0001015355,0.01001387,0.0002499217],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908512,0.005461201,0.00003595874,0.0005701138,0.002379411,0.0003695735,0.0002487274,0.00003130108,0.00005250864],"genre_scores_gemma":[0.9983463,0.0002471543,0.0001026165,0.0006229292,0.00008976021,0.000004757675,0.0005026666,0.00001939687,0.0000644754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5933313,"threshold_uncertainty_score":0.9999736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091156975316546,"score_gpt":0.2327290680535112,"score_spread":0.2218174983003457,"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."}}