{"id":"W2538294284","doi":"10.1093/cid/ciw708","title":"Emerging Public Health Challenges of Shiga Toxin–Producing<i>Escherichia coli</i>Related to Changes in the Pathogen, the Population, and the Environment","year":2016,"lang":"en","type":"review","venue":"Clinical Infectious Diseases","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Environmental health; Outbreak; Population; Shiga toxin; Medicine; Public health; Pathogen; Escherichia coli; Biology; Immunology; Virology","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":[0.003747351,0.0003509537,0.001071229,0.00006538015,0.0002805139,0.00004442575,0.0005326454,0.0001982922,0.00001049152],"category_scores_gemma":[0.003153093,0.0001523114,0.0003726126,0.0002492304,0.000626386,0.000005062817,0.000571265,0.0003797357,0.000006282199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004288505,"about_ca_system_score_gemma":0.0002257518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000410484,"about_ca_topic_score_gemma":0.0003281554,"domain_scores_codex":[0.9943748,0.003315039,0.0009000599,0.0006776887,0.0002982304,0.0004342328],"domain_scores_gemma":[0.997108,0.001174092,0.0005383109,0.0009502796,0.000061388,0.0001679032],"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":[0.00003000842,0.000497231,0.007260214,0.002140833,0.0006546057,0.0000023706,0.0004541629,0.000002995932,0.000008463792,0.001042958,0.0008943548,0.9870118],"study_design_scores_gemma":[0.0007547847,0.0006051147,0.04100729,0.00105532,0.0002061998,0.000003229575,0.0002044047,0.000002053278,4.496226e-7,0.0003065217,0.9555581,0.000296595],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009353093,0.9753578,0.000008645248,0.01287423,0.0001623698,0.002044853,0.00009000296,0.00001385111,0.00009513736],"genre_scores_gemma":[0.03849952,0.9590945,0.000003954679,0.001142138,0.0002926866,0.0008263363,0.00005000237,0.00003778997,0.00005307114],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9867152,"threshold_uncertainty_score":0.6211079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0680706746283396,"score_gpt":0.3876676994527873,"score_spread":0.3195970248244477,"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."}}