{"id":"W1500703353","doi":"10.1128/9781555817848.ch23","title":"How Noninvasive Pathogens Induce Disease: Lessons from Enteropathogenic and Enterohemorrhagic <i>Escherichia Coli</i>","year":2014,"lang":"en","type":"book-chapter","venue":"ASM Press eBooks","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Enteropathogenic Escherichia coli; Microbiology; Biology; Virulence; Pilus; Pathogen; Escherichia coli; Virology; Gene; Genetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001602671,0.0007963644,0.0006712622,0.00006324976,0.0002124144,0.0002155118,0.0005798957,0.0005591993,0.00001109605],"category_scores_gemma":[0.0001307157,0.000782114,0.0003118496,0.000007900311,0.0004582789,0.000005482121,0.001286166,0.0005982082,0.000009767745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003632797,"about_ca_system_score_gemma":0.0001557927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004297848,"about_ca_topic_score_gemma":0.00008356679,"domain_scores_codex":[0.9971295,0.0001488797,0.0003396846,0.001324028,0.0004527218,0.0006052106],"domain_scores_gemma":[0.9977728,0.00007574869,0.0003214751,0.001132695,0.0002197068,0.0004776109],"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":[0.0006933169,0.00009471336,0.0003340399,0.0005655968,0.002282043,0.0005453706,0.0003568197,0.000002258068,0.9521067,0.01267854,0.01073642,0.01960418],"study_design_scores_gemma":[0.001265107,0.0003838444,0.0004082166,0.0003434017,0.0005420577,0.00001678474,0.00002766842,0.00002551079,0.03450457,0.0009919991,0.9601842,0.001306706],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2621761,0.07429174,0.002227337,0.001475385,0.001736903,0.004891445,0.008436884,0.0003163946,0.6444478],"genre_scores_gemma":[0.2931678,0.005247522,0.0005878462,0.0009020631,0.001399764,0.0003693502,0.0008271976,0.000317037,0.6971815],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9494477,"threshold_uncertainty_score":0.999463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02555835562007933,"score_gpt":0.2499191461231854,"score_spread":0.2243607905031061,"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."}}