{"id":"W2141570244","doi":"10.1128/jcm.44.4.1530-1535.2006","title":"Invasive <i>Haemophilus influenzae</i> in Manitoba, Canada, in the Postvaccination Era","year":2006,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba; Public Health Agency of Canada","funders":"National Institutes of Health; Public Health Agency of Canada; University of Manitoba","keywords":"Serotype; Multilocus sequence typing; Haemophilus influenzae; Biology; Typing; Microbiology; Genotype; Ampicillin; Virology; Molecular epidemiology; Haemophilus; Antibiotics; Bacteria; 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":[0.001410467,0.0001413096,0.000552739,0.0001730021,0.00005784574,0.00001255001,0.0003382098,0.0003601746,0.0001159878],"category_scores_gemma":[0.0005582514,0.00009229187,0.0001419632,0.0002211938,0.00008416601,0.00009788498,0.0000435395,0.000958709,0.00002556815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008826075,"about_ca_system_score_gemma":0.0005281331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1279632,"about_ca_topic_score_gemma":0.8243327,"domain_scores_codex":[0.9969528,0.0009319411,0.001669213,0.0001587355,0.00001245403,0.000274887],"domain_scores_gemma":[0.997578,0.001407982,0.0006662595,0.0001585298,0.0001754259,0.00001377768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008040411,0.0008151638,0.5491152,0.00001376345,0.0000998036,0.00008837449,0.00009195654,0.00007992845,0.3817489,0.0007698888,0.06234978,0.004023257],"study_design_scores_gemma":[0.003607703,0.0004506508,0.8632743,0.00004610021,0.0000264871,0.001481534,0.0001732863,2.383963e-7,0.003678127,0.0006879286,0.1264354,0.0001382359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930168,0.0009278206,0.00000345801,0.003061719,0.00248915,0.0001504101,0.00002069387,0.000003465607,0.0003264893],"genre_scores_gemma":[0.9980462,0.0001275112,0.00002755023,0.001349487,0.0003403808,0.000003339188,0.00003311923,0.000007239896,0.00006522337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6963695,"threshold_uncertainty_score":0.8778437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02789448552671014,"score_gpt":0.2914951388595407,"score_spread":0.2636006533328306,"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."}}