{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001659368,0.0002818972,0.0006260048,0.0002817802,0.0001870561,0.000008124703,0.0002359377,0.0006808288,0.0007814291],"category_scores_gemma":[0.0009252991,0.0002637602,0.00005981658,0.00034848,0.0004566636,0.00009824711,0.0001237046,0.000566364,0.0000269409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001398166,"about_ca_system_score_gemma":0.001085947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2197096,"about_ca_topic_score_gemma":0.5777168,"domain_scores_codex":[0.9978229,0.0005284024,0.0007190443,0.0004543201,0.00002096549,0.000454408],"domain_scores_gemma":[0.9987049,0.0004961711,0.0002628749,0.0003249677,0.0001368977,0.00007426091],"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":[0.0003412399,0.0002669711,0.03787221,0.000009292869,0.0001582989,0.00004983073,0.00008093162,9.561955e-7,0.9583494,0.0001254473,0.0005582849,0.002187108],"study_design_scores_gemma":[0.002890883,0.0006465339,0.8983743,0.0001356123,0.00007120177,0.0003038044,0.00008660373,8.77218e-7,0.06429347,0.0001530727,0.03271652,0.000327115],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936392,0.003087316,0.0000127568,0.0008223067,0.001655248,0.0003433785,0.0003465777,0.00004724966,0.00004595022],"genre_scores_gemma":[0.9971486,0.0005029194,0.000006114269,0.001285424,0.00008434986,0.00003462822,0.0008492983,0.00001438495,0.00007423494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.894056,"threshold_uncertainty_score":0.9999815,"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."}}