{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01304084,0.002927929,0.005857811,0.003788548,0.003450441,0.0149956,0.003929653,0.01381728,0.03129739],"category_scores_gemma":[0.0611783,0.001641185,0.002742323,0.002507683,0.004521044,0.02098529,0.006018188,0.02281907,0.02067941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003488851,"about_ca_system_score_gemma":0.01423968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02443232,"about_ca_topic_score_gemma":0.02171052,"domain_scores_codex":[0.9928119,0.002822914,0.001110404,0.0006268572,0.001908771,0.0007191732],"domain_scores_gemma":[0.9530984,0.01374588,0.00396263,0.002523026,0.01969984,0.006970196],"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":[0.0003324059,0.0003642463,0.01218028,0.00450571,0.0004604681,0.0005496537,0.001255884,0.0001731987,0.0004112186,0.00364335,0.5979546,0.378169],"study_design_scores_gemma":[0.0002807812,0.0005661895,0.03226428,0.04334561,0.0009736661,0.001756415,0.0129637,0.0005273331,0.0006585834,0.03168786,0.8745085,0.0004671093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001825883,0.2620353,0.001187489,0.713291,0.01614983,0.0000614479,0.0006627829,0.0005755172,0.004210709],"genre_scores_gemma":[0.03214721,0.5868514,0.008651506,0.3158344,0.04170595,0.000345494,0.001969293,0.0004873883,0.01200727],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03129739,"threshold_uncertainty_score":0.1047002,"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."}}