{"id":"W4318587902","doi":"10.3390/microorganisms11020344","title":"The Diversity of Escherichia coli Pathotypes and Vaccination Strategies against This Versatile Bacterial Pathogen","year":2023,"lang":"en","type":"review","venue":"Microorganisms","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":189,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut National de la Recherche Scientifique; Cegep de Saint Hyacinthe","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Armand-Frappier Foundation","keywords":"Escherichia coli; Antibiotics; Bloody diarrhea; Microbiology; Virulence; Diarrhea; Biology; Vaccination; Antibiotic resistance; Pathogen; Dysentery; Medicine; Virology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004410557,0.000291251,0.0005578992,0.00004368547,0.0004655983,0.00008931809,0.0004183321,0.000285726,0.00001891955],"category_scores_gemma":[0.0002179601,0.0002112959,0.0001663883,0.0001947765,0.000146741,0.000006490454,0.001540594,0.0001869175,0.00001770878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000405437,"about_ca_system_score_gemma":0.0003715273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003431291,"about_ca_topic_score_gemma":0.0001423091,"domain_scores_codex":[0.9985877,0.0002596271,0.0003121305,0.0003800406,0.0001795798,0.0002808896],"domain_scores_gemma":[0.9990856,0.0001094339,0.0002580927,0.0003506829,0.0001416829,0.00005448893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001014659,0.0001007555,0.00008271207,0.009496298,0.001599231,0.00002192054,0.0008376786,6.939491e-7,0.7044428,0.0002320459,0.008427575,0.2746569],"study_design_scores_gemma":[0.0002928808,0.0002153164,0.0002259118,0.0004133357,0.000239475,0.00000256122,0.0004247851,0.000001027212,0.003570133,0.0000535157,0.9942042,0.0003568354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01790408,0.9803424,0.00001714923,0.000021368,0.0002518793,0.0006825146,0.000320702,0.00002495753,0.000434908],"genre_scores_gemma":[0.001026614,0.9977219,0.0001291233,0.00001050769,0.0001719694,0.0000353255,0.0002967266,0.0000487084,0.000559201],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9857767,"threshold_uncertainty_score":0.8616398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02726941402221522,"score_gpt":0.2928745228758883,"score_spread":0.2656051088536731,"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."}}