{"id":"W3125581898","doi":"10.1017/s0950268821000200","title":"A scoping review of the detection, epidemiology and control of<i>Cyclospora cayetanensis</i>with an emphasis on produce, water and soil","year":2021,"lang":"en","type":"review","venue":"Epidemiology and Infection","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"U.S. Food and Drug Administration","keywords":"Cyclospora cayetanensis; Environmental health; Epidemiology; Outbreak; Cyclospora; Incidence (geometry); Medicine; Biology; Microbiology; Virology; Feces; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003877233,0.0004282363,0.00345126,0.000169917,0.0003382728,0.000002937388,0.00007237737,0.0008337763,0.00004823679],"category_scores_gemma":[0.006087374,0.0002318927,0.0002474761,0.0001862322,0.001029029,0.00007638348,0.00007513747,0.0006657579,0.000005292965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002923038,"about_ca_system_score_gemma":0.0001348953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002755486,"about_ca_topic_score_gemma":0.0001300383,"domain_scores_codex":[0.9920562,0.005455703,0.001375054,0.0006826662,0.00002388296,0.0004064815],"domain_scores_gemma":[0.9931884,0.005110171,0.0009588967,0.0004973539,0.0001949598,0.0000502655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001842124,0.0004298219,0.03967366,0.1575246,0.002359297,0.00000780582,0.0001185611,0.00002307924,0.0002972894,0.002592825,0.0003950243,0.7963939],"study_design_scores_gemma":[0.003131325,0.005154914,0.01253367,0.576609,0.01194936,0.00982898,0.00003004209,0.0000120883,0.002745371,0.001139527,0.3751999,0.001665898],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006201234,0.9908198,0.0007616021,0.0002198382,0.0006355267,0.001210573,0.00003934119,0.00002406493,0.0000880878],"genre_scores_gemma":[0.01148395,0.9872387,0.0000349963,0.0008275584,0.00007216489,0.0001658393,0.0001189229,0.00002293588,0.00003493109],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.794728,"threshold_uncertainty_score":0.9456308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04399997720029204,"score_gpt":0.3468050122047389,"score_spread":0.3028050350044469,"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."}}