{"id":"W2006732021","doi":"10.1111/0272-4332.216176","title":"Application of Monitoring Data for<i>Giardia</i> and<i>Cryptosporidium</i> to Boil Water Advisories","year":2001,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; Hyperion Technologies (Canada)","funders":"","keywords":"Cryptosporidium; Bay; Giardia; Outbreak; Thunder; Geography; Environmental science; Veterinary medicine; Population; Hydrology (agriculture); Environmental health; Biology; Ecology; Medicine; Geology; Meteorology; Virology; Archaeology","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":[0.001753565,0.0005877721,0.0003299721,0.001790623,0.0008406326,0.001243675,0.0007156149,0.0003901504,0.001106705],"category_scores_gemma":[0.005679058,0.000342989,0.0003148967,0.002683962,0.0005541117,0.0004164931,0.0006158456,0.0007266523,0.0003030618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003351846,"about_ca_system_score_gemma":0.003452651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4770521,"about_ca_topic_score_gemma":0.5603229,"domain_scores_codex":[0.9980875,0.0004059917,0.0001989209,0.0002996017,0.0007940037,0.0002140389],"domain_scores_gemma":[0.9943696,0.0009179366,0.001474352,0.0004583395,0.002522169,0.0002576371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002735174,0.0001047596,0.8742608,0.0003950334,0.0001068968,0.0004230583,0.001187826,0.002185036,0.04344704,0.0001161665,0.002596293,0.07490355],"study_design_scores_gemma":[0.00002054939,0.0002806938,0.957495,0.0001361515,0.0001003323,0.0001995674,0.001572222,0.003951043,0.02076401,0.00009733377,0.01534531,0.00003792931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447871,0.001231449,0.01691615,0.00111932,0.0001298493,0.00186006,0.007902962,0.000677218,0.02537584],"genre_scores_gemma":[0.9637579,0.00126384,0.02630731,0.0003506833,0.00003203062,0.0003064905,0.004439625,0.0000609876,0.003481097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4770521,"threshold_uncertainty_score":0.9485507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228827870682398,"score_gpt":0.279234005566655,"score_spread":0.266945726859831,"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."}}