{"id":"W2027600895","doi":"10.1017/s0950268809990914","title":"Surveillance for<i>Listeria monocytogenes</i>and listeriosis, 1995–2004","year":2009,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; University of Manitoba; Public Health Agency of Canada","funders":"British Columbia Centre for Disease Control; Ontario Ministry of Health and Long-Term Care","keywords":"Listeria monocytogenes; Serotype; Pulsed-field gel electrophoresis; Outbreak; Microbiology; Listeria; Epidemiology; Biology; Virology; Medicine; Bacteria; Genotype; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008693797,0.0001943652,0.0003123133,0.00003788553,0.0001825893,0.00001282173,0.00006410885,0.00031913,0.000004688913],"category_scores_gemma":[0.0005144211,0.0001864418,0.00007719471,0.00004460812,0.0001344827,0.00001047157,0.00008266972,0.0000695487,0.000002010047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001695643,"about_ca_system_score_gemma":0.0000188479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003908315,"about_ca_topic_score_gemma":0.00007878629,"domain_scores_codex":[0.9986094,0.0002412112,0.0003463172,0.00048619,0.00002562253,0.000291266],"domain_scores_gemma":[0.9993476,0.00009738509,0.0001468073,0.00026881,0.0000480788,0.00009135086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001141413,0.00007847496,0.5934678,0.0000947725,0.0001300818,0.000001261597,0.00006592909,0.0001353051,0.3502506,0.002392228,0.0051329,0.04710926],"study_design_scores_gemma":[0.001247662,0.001793003,0.7118753,0.00001666789,0.00003562717,0.0001921412,0.000005956762,0.0002111229,0.02607324,0.003413112,0.2546848,0.0004513396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819964,0.003850201,0.01159848,0.001097371,0.0005668176,0.0002950381,0.00002616223,0.00003434403,0.000535175],"genre_scores_gemma":[0.9921756,0.002407182,0.001461528,0.003138328,0.0004570381,0.00004041127,0.0001544485,0.00001428456,0.0001511632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3241773,"threshold_uncertainty_score":0.7602876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07504766394507861,"score_gpt":0.3534206709321471,"score_spread":0.2783730069870685,"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."}}