{"id":"W2980629165","doi":"10.3390/toxins11100607","title":"Contribution and Interaction of Shiga Toxin Genes to Escherichia coli O157:H7 Virulence","year":2019,"lang":"en","type":"article","venue":"Toxins","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Children's Hospital Research Institute; Washington State University; Alberta Children's Hospital Foundation; National Institutes of Health; Children's Hospital Foundation; Cumming School of Medicine, University of Calgary; Alberta Innovates; University of Calgary; Alberta Health Services","keywords":"Shiga toxin; Biology; Escherichia coli; Genotype; Virulence; Microbiology; Population; Polymerase chain reaction; Typing; Diarrhea; Gene; Toxin; Virology; Genetics","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":[0.00133631,0.0004907117,0.0005601469,0.001119512,0.0002404147,0.0009072825,0.0003940296,0.0005196807,0.001169621],"category_scores_gemma":[0.005609236,0.0003141563,0.0006581158,0.0008580711,0.0005401032,0.0002570172,0.0007268179,0.0005411952,0.0001849254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003648481,"about_ca_system_score_gemma":0.0005612952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003469912,"about_ca_topic_score_gemma":0.002070769,"domain_scores_codex":[0.9975148,0.001193588,0.0001528795,0.0003058409,0.0005222039,0.0003106442],"domain_scores_gemma":[0.9958659,0.001912629,0.0006494904,0.0003442557,0.0004538714,0.0007738097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00041467,0.00005464341,0.9909925,0.00001928013,0.0002419161,0.0002159378,0.00005851061,0.0004068283,0.003674194,0.00009567189,0.00003944693,0.003786465],"study_design_scores_gemma":[0.0000100492,0.0002486295,0.9964289,0.00001127177,0.000197542,0.0006283948,0.000134834,0.001281297,0.0007143183,0.0001602103,0.0001756119,0.000009058092],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982148,0.000708322,0.0004624014,0.00005654346,0.000007957561,0.000005145456,0.00007315111,0.000006005353,0.0004656084],"genre_scores_gemma":[0.9994853,0.0001482916,0.0001837162,0.00001494185,0.000009561919,0.000002147106,0.00005762507,0.000003729391,0.00009472659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003469912,"threshold_uncertainty_score":0.007067144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078978979158496,"score_gpt":0.2850655535659395,"score_spread":0.2742757637743546,"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."}}