{"id":"W2958271937","doi":"10.1017/s0950268819001183","title":"Associating sporadic, foodborne illness caused by Shiga toxin-producing <i>Escherichia coli</i> with specific foods: a systematic review and meta-analysis of case-control studies","year":2019,"lang":"en","type":"review","venue":"Epidemiology and Infection","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Waterloo; University of Waterloo; Health Canada; Toronto Metropolitan University","funders":"Centers for Disease Control and Prevention; Rijksinstituut voor Volksgezondheid en Milieu; University of Waterloo; World Health Organization","keywords":"Shiga toxin; Meta-analysis; Escherichia coli; Toxin; Microbiology; Biology; Medicine; Genetics; Gene; Internal medicine","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":[0.006417414,0.0006308226,0.01048554,0.0001787757,0.0002447315,0.00001341209,0.0001197011,0.0004463275,0.00001035547],"category_scores_gemma":[0.004831164,0.0004018256,0.0009917028,0.0006718066,0.0003172669,0.00001398255,0.0001559392,0.0004493905,0.000001243434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006833248,"about_ca_system_score_gemma":0.00007989702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008695485,"about_ca_topic_score_gemma":0.0001737467,"domain_scores_codex":[0.9930253,0.003875388,0.001517098,0.001008587,0.0001351961,0.0004384111],"domain_scores_gemma":[0.9949397,0.001979329,0.00203121,0.0006482819,0.000305749,0.0000957243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001764771,0.00005702634,0.0005024057,0.5880578,0.4090942,0.00001245238,0.00007702311,0.00001174532,0.00005599206,0.00003791666,0.00142182,0.0006539586],"study_design_scores_gemma":[0.0003623485,0.0007395942,0.00008502108,0.008114228,0.9682782,0.0001297659,0.0000756346,0.00001419653,0.00001172614,0.00001059974,0.02149921,0.0006794619],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00109711,0.995391,0.0003230327,0.0001442838,0.00006706452,0.002731411,0.0002004959,0.00001599496,0.00002968049],"genre_scores_gemma":[0.002937029,0.995101,0.0001320222,0.0004984225,0.0000579472,0.0009244912,0.0001266839,0.00004240918,0.0001799671],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5799436,"threshold_uncertainty_score":0.9998434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1082763290005144,"score_gpt":0.3769919047161188,"score_spread":0.2687155757156043,"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."}}