{"id":"W4306950415","doi":"10.1038/s41522-022-00344-6","title":"Role of mucus-bacteria interactions in Enterotoxigenic Escherichia coli (ETEC) H10407 virulence and interplay with human microbiome","year":2022,"lang":"en","type":"article","venue":"npj Biofilms and Microbiomes","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Mucus; Enterotoxigenic Escherichia coli; Microbiology; Virulence; Biology; Mucin; Microbiome; Pathogen; Bacterial adhesin; Escherichia coli; Gene; Genetics; Ecology; Enterotoxin","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001506573,0.0002225234,0.0002663533,0.0002013497,0.0002030207,0.00003376874,0.0001793332,0.00007169511,0.0001271935],"category_scores_gemma":[0.000003245096,0.0002083895,0.00005270738,0.0002014622,0.0002114767,0.00001196803,0.0003502914,0.0001885527,0.000001771023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003370053,"about_ca_system_score_gemma":0.00006734533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003642047,"about_ca_topic_score_gemma":0.000612397,"domain_scores_codex":[0.9987781,0.00007956259,0.0003211706,0.0004585308,0.00004959809,0.0003130167],"domain_scores_gemma":[0.999469,0.000008058396,0.0001600495,0.0002475569,0.0000359192,0.00007944175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001772789,0.0001627252,0.006239746,0.00006031562,0.00005010843,0.000002486338,0.0003930373,7.564844e-7,0.9920345,0.00003185283,0.000262492,0.0005846805],"study_design_scores_gemma":[0.00127789,0.0009171689,0.02602122,0.00006163574,0.00002350404,0.000179101,0.001037649,0.000003336589,0.8998423,0.000008442903,0.07030258,0.0003251631],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976879,0.001394218,0.000007474157,0.00007735138,0.00008540423,0.0003591545,0.0002793373,0.00001040855,0.00009876555],"genre_scores_gemma":[0.9978743,0.0002144632,0.000788383,0.0002221789,0.00002528262,0.00005352652,0.0002284106,0.00002741689,0.0005659944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09219222,"threshold_uncertainty_score":0.8497876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005284967177122483,"score_gpt":0.2506414252845588,"score_spread":0.2453564581074363,"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."}}