{"id":"W2069262171","doi":"10.1111/j.1574-695x.2009.00634.x","title":"Characterization of nontypeable<i>Haemophilus influenzae</i>collected from respiratory infections and invasive disease cases in Manitoba, Canada","year":2009,"lang":"en","type":"article","venue":"FEMS Immunology & Medical Microbiology","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shared Health; Health Sciences Centre; Manitoba Health; University of Saskatchewan; Public Health Agency of Canada","funders":"Health Canada; Imperial College London; Wellcome Trust","keywords":"Haemophilus influenzae; Biology; Multilocus sequence typing; Serotype; Microbiology; Amp resistance; Ampicillin; Pasteurellaceae; Respiratory tract infections; Haemophilus; Respiratory tract; Respiratory disease; Virology; Genotype; Respiratory system; Antibiotics; Bacteria; Gene; Genetics; Medicine; Internal medicine; Lung","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":[0.0004127353,0.0006953554,0.0004472549,0.002415603,0.00217079,0.001112743,0.001327282,0.0004538755,0.0009694531],"category_scores_gemma":[0.001573635,0.0005787649,0.0003396347,0.0032011,0.001017545,0.0002632223,0.0006404928,0.0005613065,0.0002769476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009526156,"about_ca_system_score_gemma":0.01088634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9594771,"about_ca_topic_score_gemma":0.9712832,"domain_scores_codex":[0.9989091,0.00006653901,0.00009763165,0.000141154,0.0004775701,0.0003079063],"domain_scores_gemma":[0.9983632,0.00008547517,0.0002488424,0.00005000074,0.0008394893,0.0004129458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008438391,0.00005802111,0.9866045,0.00007171992,0.00004090467,0.001190838,0.001768483,0.00007371806,0.005411278,0.00004779609,0.0006293788,0.00401883],"study_design_scores_gemma":[0.000004496424,0.00006842378,0.9962139,0.00002327796,0.00001699814,0.0006591456,0.001541184,0.00007837811,0.0004635239,0.000006072192,0.0009163745,0.000008284566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962436,0.000666647,0.0001467769,0.0001046561,0.00001605693,0.00009579792,0.001295048,0.000009590171,0.001421759],"genre_scores_gemma":[0.9940873,0.001316326,0.0004511144,0.0003959755,0.00002146646,0.00003142814,0.002433891,0.00001258526,0.001249816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04052287,"threshold_uncertainty_score":0.081523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231139483408302,"score_gpt":0.2188409270696348,"score_spread":0.2065295322355518,"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."}}