{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005823802,0.0004231078,0.0002935015,0.001338458,0.001472236,0.0009496409,0.001009508,0.0003454546,0.0008773252],"category_scores_gemma":[0.001281004,0.0003562362,0.0003292468,0.002691676,0.0007317366,0.0002356642,0.0004400012,0.0005392107,0.0001501263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02122838,"about_ca_system_score_gemma":0.01587828,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9915442,"about_ca_topic_score_gemma":0.9935977,"domain_scores_codex":[0.9995577,0.00004116904,0.00002483122,0.00009801803,0.0001298933,0.0001484868],"domain_scores_gemma":[0.9984774,0.0000604949,0.0002393544,0.00004569714,0.0008656367,0.0003113391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007373954,0.00002768779,0.9928611,0.00001913528,0.00006714484,0.0001262507,0.001039055,0.0002623963,0.001094357,0.00006281328,0.0006287369,0.003737639],"study_design_scores_gemma":[0.000005359857,0.00002598373,0.9979581,0.00001342959,0.00001600912,0.00007914563,0.000827161,0.0003010831,0.00009183646,0.0000108351,0.0006622658,0.000008801368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973366,0.000543037,0.0001268672,0.0001700685,0.000008856119,0.00002897596,0.001009321,0.00000766695,0.0007687612],"genre_scores_gemma":[0.9976549,0.0004592438,0.0002314543,0.0001033742,0.000006071055,0.00001028029,0.0008844343,0.000004381215,0.0006458433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02122838,"threshold_uncertainty_score":0.1540233,"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."}}