{"id":"W1988931322","doi":"10.3201/eid1508.081585","title":"Challenges of Investigating Community Outbreaks of Cyclosporiasis, British Columbia, Canada","year":2009,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Outbreak; Cyclospora; Environmental health; Geography; Medicine; Advertising; Virology; Business; Cryptosporidium; Biology; Ecology","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":[0.000136998,0.0001045263,0.0003272681,0.00004437287,0.0003451789,0.00001379734,0.0001246744,0.00009167862,0.0001580714],"category_scores_gemma":[0.0007900057,0.0001602,0.00008470847,0.0001426835,0.0001779282,0.00005787154,0.00003559197,0.0002313152,0.00000286563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006112945,"about_ca_system_score_gemma":0.0003321441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8902189,"about_ca_topic_score_gemma":0.9176336,"domain_scores_codex":[0.9989832,0.0002365607,0.0003624856,0.000133868,0.00005224934,0.0002316183],"domain_scores_gemma":[0.9988975,0.0003901578,0.0002280505,0.0002745222,0.0001661556,0.00004359821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006304218,0.0009074471,0.9588042,0.0001323958,0.0002209146,0.000008612776,0.000374994,0.0001676538,0.003044029,0.0008193892,0.008459277,0.02705478],"study_design_scores_gemma":[0.0006425721,0.0002163257,0.9940208,0.0001827008,0.0001166426,0.00005654464,0.0004852482,0.000002550001,0.001346469,0.001566092,0.001190315,0.0001737672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861624,0.00460696,0.00001702751,0.00005297056,0.0005607484,0.0001154196,0.0001757832,0.00007066521,0.008238023],"genre_scores_gemma":[0.9993927,0.0002825109,0.00001346823,0.0001117641,0.00002961384,0.000007856385,0.00006558762,0.000009109786,0.00008735617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03521658,"threshold_uncertainty_score":0.6532766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147540596991741,"score_gpt":0.2376114888032021,"score_spread":0.2261360828332847,"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."}}