{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001741289,0.0005337783,0.0003803295,0.002612286,0.00793442,0.002681946,0.002536047,0.001133306,0.003675777],"category_scores_gemma":[0.005722884,0.0005482511,0.0001735039,0.00224275,0.001836013,0.0008076094,0.002037595,0.001840139,0.0005238571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02913029,"about_ca_system_score_gemma":0.06913655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9863781,"about_ca_topic_score_gemma":0.9941244,"domain_scores_codex":[0.9973841,0.0003852996,0.0002518822,0.0002830977,0.0008872655,0.0008084726],"domain_scores_gemma":[0.9860483,0.001466718,0.0009024146,0.0002458759,0.008047733,0.003288951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002913512,0.0003933747,0.6811112,0.001374826,0.0001481554,0.0131055,0.009517836,0.001733896,0.006961402,0.00111573,0.05438174,0.2298651],"study_design_scores_gemma":[0.00005530213,0.0001559405,0.9158619,0.001357429,0.00006675431,0.004241589,0.04892658,0.00179667,0.001001804,0.0007240856,0.02571381,0.00009810855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8453288,0.01760561,0.002743531,0.06508213,0.0006188934,0.001553954,0.004151996,0.0004240939,0.06249083],"genre_scores_gemma":[0.9731469,0.006949343,0.005979204,0.008460588,0.0001126249,0.00013773,0.000921791,0.00004966528,0.004242152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02913029,"threshold_uncertainty_score":0.211356,"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."}}