{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003362419,0.000506359,0.0007424216,0.00143193,0.000158372,0.0006164725,0.0004856231,0.000759823,0.002245345],"category_scores_gemma":[0.0004780213,0.0001778887,0.0003771402,0.001111729,0.0002596893,0.0008972274,0.0004072267,0.001123432,0.001304926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003939506,"about_ca_system_score_gemma":0.0007432225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006340309,"about_ca_topic_score_gemma":0.0008726876,"domain_scores_codex":[0.999879,0.00002114551,0.00001587517,0.00002140138,0.00004623011,0.00001629408],"domain_scores_gemma":[0.9998397,0.00007028687,0.00002192781,0.000005887669,0.00004513541,0.00001699733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009622476,0.00008178773,0.0002848027,0.01988963,0.00006668003,0.000162913,0.0000491944,0.0004095751,0.006697428,0.003813427,0.02159556,0.9468527],"study_design_scores_gemma":[0.0000128268,0.0001819795,0.001030734,0.003224081,0.00009586801,0.001028971,0.00004502466,0.00008304324,0.001764337,0.001318069,0.9911999,0.00001518182],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002963713,0.9979777,0.0001762095,0.0002816841,0.0001959549,0.000004666325,0.00002576536,0.000009034235,0.001032695],"genre_scores_gemma":[0.0009666994,0.9979811,0.0001994998,0.0001700805,0.0000993784,0.000006443667,0.00004291374,0.000001510856,0.0005324319],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002245345,"threshold_uncertainty_score":0.007511377,"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."}}