{"id":"W4312420073","doi":"10.32473/edis-fs130-2015","title":"Preventing Foodborne Illness: Cyclosporiasis cayetanensis","year":2015,"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; Diarrhea; Incidence (geometry); Virology; Medicine; Environmental health; Biology; Feces; Microbiology; Cryptosporidium; Pathology","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":[],"category_scores_codex":[0.0002023899,0.00009930693,0.0001494389,0.00005346804,0.0001190994,0.00001090596,0.00008009427,0.0001358643,0.0004716665],"category_scores_gemma":[0.0005111903,0.00009014214,0.00005812858,0.0001209021,0.00007855695,0.00006112484,0.00004211986,0.0001262549,0.001984093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003360715,"about_ca_system_score_gemma":0.0000572067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001814996,"about_ca_topic_score_gemma":0.00002640085,"domain_scores_codex":[0.9993473,0.00006077971,0.0001607737,0.0001586626,0.00002748779,0.0002449536],"domain_scores_gemma":[0.999484,0.0001398402,0.0000546516,0.0001920369,0.00009455937,0.00003492811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001685157,0.001130623,0.178119,0.00004738904,0.000913693,0.000117068,0.005723028,0.0001578048,0.01971563,0.01579863,0.7245347,0.05357387],"study_design_scores_gemma":[0.002862691,0.0003196038,0.03475501,0.00006079856,0.0002661898,0.0003283091,0.001981553,0.0000160237,0.05638583,0.002823118,0.8995536,0.0006472592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492715,0.001631885,0.0007103921,0.000282446,0.006552816,0.0001370757,0.00003388976,0.000141335,0.04123865],"genre_scores_gemma":[0.9962938,0.00002527365,0.000202333,0.0001041184,0.0002477762,0.00001218943,0.0000600914,0.00001047618,0.003043874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1750189,"threshold_uncertainty_score":0.998793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02082077238901481,"score_gpt":0.2609050707555419,"score_spread":0.2400842983665271,"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."}}