{"id":"W4313643484","doi":"10.1016/s2666-5247(22)00388-3","title":"Listeria outbreaks cause maternal and perinatal mortality and morbidity: we must do better","year":2023,"lang":"en","type":"article","venue":"The Lancet Microbe","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Future Earth","funders":"","keywords":"Outbreak; Listeria; Listeria monocytogenes; Medicine; Incidence (geometry); Disease; Listeria infection; Environmental health; Biology; Virology; Internal medicine; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002329336,0.0001608226,0.0001840953,0.00001799701,0.0001043752,0.00009639045,0.0002319802,0.0001018492,0.0000298108],"category_scores_gemma":[0.00001568429,0.0001208309,0.00003492562,0.00004795491,0.0001921686,0.000005939242,0.0009780886,0.00008778473,0.0000186319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008861181,"about_ca_system_score_gemma":0.00001359771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006472941,"about_ca_topic_score_gemma":0.00004351191,"domain_scores_codex":[0.9991182,0.00006434017,0.0001468408,0.0003249469,0.00006956326,0.0002760724],"domain_scores_gemma":[0.9993464,0.00001031198,0.00005345608,0.0005171266,0.00001990117,0.00005285594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001438556,0.000007973878,0.1275768,0.0001186592,0.0001618755,0.00004954596,0.0002652622,0.000002688257,0.859768,0.00004911132,0.007255525,0.004600689],"study_design_scores_gemma":[0.0009364954,0.00008488498,0.6351489,0.00001974299,0.00005616442,0.000274536,0.00005839379,0.00001962729,0.1858258,0.0001830211,0.1770819,0.0003105178],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969172,0.0007389305,0.00001357914,0.001193098,0.0004021023,0.0001290278,0.0002076681,0.00003348865,0.0003648826],"genre_scores_gemma":[0.9963475,0.001279861,0.0001161448,0.0009019201,0.0008033945,0.00001604491,0.00005150959,0.00002638243,0.0004572225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6739423,"threshold_uncertainty_score":0.492734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.120994141621324,"score_gpt":0.3485441435019488,"score_spread":0.2275500018806248,"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."}}