{"id":"W4402927985","doi":"10.1186/s12879-024-09938-1","title":"Use of passive samplers as sewage surveillance tool to monitor a hepatitis A outbreak at a school in Amsterdam, the Netherlands, Oct 2022 – March 2023","year":2024,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Hepatitis Viruses Studies and Epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Rijksinstituut voor Volksgezondheid en Milieu; Erasmus Medisch Centrum; Monash University","keywords":"Outbreak; Parasitology; Medical microbiology; Medicine; Tropical medicine; Sewage; Hepatitis a virus; Environmental health; Hepatitis A; Veterinary medicine; Virology; Hepatitis; Environmental science; Pathology; Environmental engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0009847264,0.0003322994,0.0002218479,0.0007473325,0.0004765245,0.0005923601,0.0004100873,0.0003822352,0.0008805445],"category_scores_gemma":[0.001289984,0.0003054756,0.0001779009,0.00047045,0.0003594096,0.0003000349,0.0004857256,0.0001889851,0.000261353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007833402,"about_ca_system_score_gemma":0.0006013138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01596701,"about_ca_topic_score_gemma":0.02848655,"domain_scores_codex":[0.9992131,0.0003119212,0.00006314362,0.0002125862,0.0001198554,0.00007936171],"domain_scores_gemma":[0.9989952,0.0002588267,0.0003079998,0.00004723862,0.0002274473,0.0001632625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003266734,0.0002657652,0.9546103,0.0001911974,0.00005184466,0.000749042,0.002656864,0.0004685203,0.01703,0.0000376508,0.0004686056,0.02314347],"study_design_scores_gemma":[0.00002659701,0.001382249,0.9854565,0.00004870116,0.00004496122,0.0006055844,0.002552125,0.001737963,0.005975402,0.00004309506,0.002105643,0.0000211646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974376,0.0001421283,0.0006489202,0.00004245716,0.000008383799,0.00008671317,0.0003218334,0.00002360281,0.001288373],"genre_scores_gemma":[0.9963413,0.0001284952,0.00217077,0.00002397955,0.0000103108,0.00007293991,0.0004448661,0.000005791276,0.0008014634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01596701,"threshold_uncertainty_score":0.03174818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03081441013111191,"score_gpt":0.3117998397759679,"score_spread":0.280985429644856,"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."}}