{"id":"W2154880196","doi":"10.1093/cid/cis502","title":"Food-Borne Origins of Escherichia coli Causing Extraintestinal Infections","year":2012,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":316,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Escherichia coli; Antimicrobial; Microbiology; Biology; Bacteria; Sepsis; Medicine; Immunology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004059569,0.0005262292,0.0008125058,0.000131452,0.000232226,0.00005293286,0.0002869031,0.0009727108,0.0001218092],"category_scores_gemma":[0.004223092,0.0005042513,0.0007848754,0.0003165403,0.001052772,0.00001104729,0.0004857973,0.001577931,0.00003124383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001229862,"about_ca_system_score_gemma":0.0006998015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001160122,"about_ca_topic_score_gemma":0.0001184213,"domain_scores_codex":[0.996542,0.0005994053,0.0009219801,0.0007624429,0.0003871736,0.0007869763],"domain_scores_gemma":[0.9971093,0.0006428864,0.0005337658,0.0008351004,0.0005606076,0.0003183295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005583412,0.00149442,0.2888193,0.000503461,0.001516294,0.00005021346,0.00001404462,0.0000181256,0.002430885,0.0001437257,0.7041824,0.0007712896],"study_design_scores_gemma":[0.0008269495,0.003169806,0.06552446,0.0001417848,0.0005648643,0.00001783247,0.00001205015,0.00001580084,0.0002285464,0.0001776922,0.9286366,0.0006836689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9411095,0.008025452,0.001512262,0.0378425,0.003630684,0.001627858,0.001276898,0.000292601,0.004682273],"genre_scores_gemma":[0.9082118,0.001432927,0.0001259118,0.07561087,0.01262823,0.0002737983,0.0008367636,0.0001702626,0.000709382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2244541,"threshold_uncertainty_score":0.9997409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05108235855826761,"score_gpt":0.3649026860733936,"score_spread":0.313820327515126,"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."}}