{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01376415,0.001658961,0.005960597,0.02348502,0.001447999,0.004493373,0.002020083,0.003077266,0.0075006],"category_scores_gemma":[0.04912181,0.001147419,0.004760619,0.0318355,0.001454784,0.003655009,0.002089531,0.001301785,0.0009803735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007004614,"about_ca_system_score_gemma":0.0268212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01756712,"about_ca_topic_score_gemma":0.03555513,"domain_scores_codex":[0.9839312,0.004596698,0.007636366,0.0008514113,0.002579632,0.0004046042],"domain_scores_gemma":[0.9512519,0.03260242,0.00784908,0.0007985454,0.007070535,0.0004276611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007431548,0.00001841498,0.0006483457,0.9457951,0.001171768,0.0001897884,0.0006124378,0.00009804182,0.0003284037,0.0006319057,0.005698423,0.04473314],"study_design_scores_gemma":[0.00003131642,0.00007121099,0.002192715,0.9614876,0.004389204,0.0002098208,0.0004069837,0.00003799767,0.0001125906,0.0001639548,0.03088296,0.00001365493],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009777328,0.9948459,0.0002460295,0.0008315517,0.0003689996,0.0007225915,0.0008320812,0.00001158203,0.001163639],"genre_scores_gemma":[0.005506109,0.9907828,0.0007865812,0.0007559256,0.0001210038,0.0009794157,0.000727725,0.000005954403,0.0003345261],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02348502,"threshold_uncertainty_score":0.07279271,"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."}}