{"id":"W2188002564","doi":"10.32473/edis-fs130-2005","title":"Preventing Foodborne Illness: Cyclospora cayetanensis","year":2019,"lang":"en","type":"article","venue":"EDIS","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cyclospora cayetanensis; Cyclospora; Microbiology; Virology; Medicine; Biology; Cryptosporidium; Feces","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001062346,0.00009060842,0.0001440767,0.00004622895,0.000100812,0.000009061603,0.0000738243,0.0001260893,0.003255139],"category_scores_gemma":[0.0001024011,0.00008226433,0.00006354809,0.00009257748,0.00004942084,0.00005334317,0.00003655112,0.0001356708,0.007817165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001745523,"about_ca_system_score_gemma":0.0000254633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008759416,"about_ca_topic_score_gemma":0.00001017335,"domain_scores_codex":[0.9994078,0.00003880058,0.0001394784,0.0001645824,0.00001890763,0.0002304752],"domain_scores_gemma":[0.9995247,0.0001605568,0.00005104322,0.0002093634,0.00004105723,0.00001334211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009398834,0.0007568226,0.665861,0.0001066902,0.0006984906,0.00004469923,0.001786665,0.0001275442,0.1694362,0.01977492,0.116602,0.02471099],"study_design_scores_gemma":[0.002484296,0.0003338368,0.2020762,0.0001216916,0.0001788447,0.00024301,0.0009504934,0.00002547317,0.09387188,0.001217195,0.6977444,0.0007526748],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620611,0.0006352392,0.0001257731,0.000108926,0.003239207,0.0001368889,0.00001893537,0.00007062501,0.03360332],"genre_scores_gemma":[0.9918406,0.00002685016,0.00007188482,0.0001188861,0.00009795163,0.000006700071,0.00005819952,0.000009729147,0.007769208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5811424,"threshold_uncertainty_score":0.997656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004826343530375736,"score_gpt":0.2224367333720301,"score_spread":0.2176103898416543,"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."}}