{"id":"W4388661832","doi":"10.1099/jmm.0.001776","title":"High incidence of antibiotic resistance amongst isolates of Helicobacter pylori collected in Nottingham, UK, between 2001 and 2018","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Microbiology","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Directorate for Biological Sciences; National Institute for Health and Care Research; Trent University; University of Nottingham; Nottingham University Hospitals NHS Trust; Wellcome Trust; NIHR Nottingham Biomedical Research Centre; Nottingham Trent University","keywords":"Clarithromycin; Levofloxacin; Helicobacter pylori; Antibiotic resistance; Amoxicillin; Metronidazole; Antibiotics; Medicine; Antibiotic sensitivity; Internal medicine; Microbiology; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001633371,0.000200351,0.00131621,0.0005904544,0.00003423121,0.000003512824,0.0002754679,0.0004830313,0.00009152277],"category_scores_gemma":[0.00255416,0.0001537819,0.0001028094,0.0007734986,0.0009075617,0.00005342737,0.0002012048,0.0008463237,0.000008157094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007792419,"about_ca_system_score_gemma":0.0002316446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001312914,"about_ca_topic_score_gemma":0.0003260346,"domain_scores_codex":[0.9972866,0.0002591008,0.001502198,0.0002378078,0.0002288959,0.000485461],"domain_scores_gemma":[0.9976324,0.0007428052,0.00082596,0.0001816507,0.0003980553,0.0002190979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006693361,0.0001092569,0.8210271,0.0001857824,0.0004734922,0.0002600071,0.0004131388,7.931355e-7,0.1643982,0.000005476358,0.01211791,0.0003394964],"study_design_scores_gemma":[0.004678734,0.001625742,0.9784427,0.001872053,0.0002034684,0.0005259229,0.0001788608,0.000009573292,0.01152827,0.00004498389,0.0007812398,0.0001084109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872757,0.0007509608,0.00002823622,0.01133114,0.0003823331,0.000161615,0.00003790436,0.00001283473,0.00001925492],"genre_scores_gemma":[0.9968302,0.001898151,0.000570674,0.0003355668,0.0001876047,9.929469e-7,0.00001625627,0.00001705376,0.000143458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1574156,"threshold_uncertainty_score":0.6271043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01594404004482868,"score_gpt":0.2725902575715944,"score_spread":0.2566462175267657,"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."}}