{"id":"W2810067915","doi":"10.1089/fpd.2017.2415","title":"Outbreak of <i>Vibrio parahaemolyticus</i> Associated with Consumption of Raw Oysters in Canada, 2015","year":2018,"lang":"en","type":"article","venue":"Foodborne Pathogens and Disease","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; Ministry of Health; Alberta Health; Alberta Health Services; Fraser Health; University of British Columbia; BC Centre for Disease Control; Island Health; Public Health Agency of Canada; Vancouver Coastal Health; Canadian Food Inspection Agency","funders":"National Oceanic and Atmospheric Administration; Washington State University","keywords":"Vibrio parahaemolyticus; Outbreak; Oyster; Vibrio Infections; Ostreidae; Environmental health; Consumption (sociology); Incidence (geometry); Vibrio; Veterinary medicine; Fishery; Shellfish; Biology; Medicine; Virology; Aquatic animal; Fish <Actinopterygii>; 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":[0.00009972147,0.0001134009,0.0001946394,0.00003466345,0.0000286482,0.000005176713,0.00006885641,0.00003452045,0.000008034678],"category_scores_gemma":[0.0002029177,0.00009448961,0.00002896142,0.00007512476,0.0002209536,0.000003701821,0.00008506521,0.0000294985,5.085093e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003266496,"about_ca_system_score_gemma":0.0006710206,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01832339,"about_ca_topic_score_gemma":0.316874,"domain_scores_codex":[0.9991713,0.0000622415,0.0001904914,0.0002164906,0.0001552592,0.0002042151],"domain_scores_gemma":[0.9993362,0.00001737295,0.0001052267,0.0002009173,0.0001550632,0.0001851918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009672283,0.0001157289,0.5958962,0.0001106265,0.0001085987,0.00002390967,0.0000597029,0.000014747,0.4011742,0.00001448335,0.001275614,0.000238896],"study_design_scores_gemma":[0.001303192,0.0004128642,0.9675673,0.000100926,0.00005038587,0.000001732787,0.00009377924,0.00007104179,0.0300109,0.00001291988,0.000224494,0.0001504662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982494,0.0007508838,0.00003065594,0.00007764651,0.00002687542,0.0001700139,0.0006151828,0.000002212722,0.00007717924],"genre_scores_gemma":[0.9995746,0.0001138152,0.00003320086,0.00005998534,0.00002518244,0.00001246681,0.0001197684,0.00001038873,0.00005056677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3716711,"threshold_uncertainty_score":0.9882137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094965450385452,"score_gpt":0.2371080272556003,"score_spread":0.2261583727517457,"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."}}