{"id":"W2792622714","doi":"10.12681/jhvms.15397","title":"Shiga toxin-producing Escherichia coli (STEC) food-borne outbreaks","year":2017,"lang":"en","type":"article","venue":"Journal of the Hellenic Veterinary Medical Society","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microbiology; Biology; Shiga toxin; Serotype; Escherichia coli; Outbreak; Food poisoning; Virology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002355413,0.0003136999,0.0001984767,0.0006008046,0.0002923222,0.0004269404,0.0001232353,0.0003415115,0.002828922],"category_scores_gemma":[0.0005893899,0.00006872741,0.0001803354,0.0007559251,0.0001613035,0.000196703,0.0005973641,0.0002840986,0.0005775713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003016913,"about_ca_system_score_gemma":0.0003030944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005826281,"about_ca_topic_score_gemma":0.004413127,"domain_scores_codex":[0.9997725,0.00002791038,0.00003086729,0.00003709696,0.00006456622,0.00006704329],"domain_scores_gemma":[0.9996289,0.00003959523,0.0001112176,0.00001845683,0.0001135363,0.00008828038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007395784,0.000262699,0.8172172,0.001109535,0.0001210901,0.008721415,0.0006331608,0.0004421737,0.02004732,0.0007784205,0.01524366,0.1346838],"study_design_scores_gemma":[0.00005223828,0.0006337552,0.9203445,0.0005014003,0.0001106726,0.0102403,0.001464787,0.0005871188,0.006550043,0.0003899658,0.05909492,0.00003028162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653707,0.00858846,0.001263923,0.000529016,0.0001338012,0.0001654071,0.004130601,0.0002287355,0.01958931],"genre_scores_gemma":[0.9855536,0.006631194,0.0006722672,0.0003980684,0.00009922493,0.00002872857,0.00355136,0.00001466531,0.003050885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005826281,"threshold_uncertainty_score":0.01158476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0427188308567444,"score_gpt":0.3267742284414282,"score_spread":0.2840553975846838,"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."}}