{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.008487807,0.00188972,0.01161073,0.007994795,0.000570282,0.00255071,0.00186577,0.001651616,0.003047884],"category_scores_gemma":[0.02392635,0.001178066,0.01600308,0.01003135,0.0005737194,0.001343352,0.001321736,0.00106952,0.0002871483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002100504,"about_ca_system_score_gemma":0.005084698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006589298,"about_ca_topic_score_gemma":0.01794894,"domain_scores_codex":[0.9943357,0.001934136,0.002237393,0.0006509576,0.0006259669,0.0002157473],"domain_scores_gemma":[0.9826262,0.01266245,0.002708943,0.0004104843,0.001395944,0.000195993],"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":[0.000644876,0.00002959342,0.005432245,0.8051878,0.1629945,0.0002045366,0.0001185615,0.000232276,0.000272272,0.0001560565,0.001106388,0.0236209],"study_design_scores_gemma":[0.0003411156,0.000297736,0.01194534,0.1584453,0.8194205,0.0004333618,0.0001493949,0.0001433116,0.0002645417,0.0003346563,0.008176335,0.00004843529],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001626992,0.9975338,0.0001570589,0.0000973225,0.00005377088,0.0001017011,0.0003180154,0.000005840976,0.000105435],"genre_scores_gemma":[0.03298819,0.9647964,0.0007598878,0.0003643284,0.00009367397,0.0003669645,0.000503181,0.00000831621,0.000118955],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9883893,"threshold_uncertainty_score":0.04488832,"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."}}