{"id":"W1799977528","doi":"10.1186/1471-2334-5-72","title":"Population-based laboratory surveillance for Giardia sp. and Cryptosporidium sp. infections in a large Canadian health region","year":2005,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"Calgary Laboratory Services","keywords":"Cryptosporidium; Incidence (geometry); Cryptosporidium parvum; Population; Outbreak; Giardia; Biology; Relative risk; Veterinary medicine; Epidemiology; Medical microbiology; Tropical medicine; Parasitology; Confidence interval; Medicine; Demography; Feces; Internal medicine; Environmental health; Virology; Microbiology; Zoology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009657982,0.0004522042,0.0003303438,0.00139326,0.001946048,0.0007461325,0.0009722243,0.0003185005,0.0009662975],"category_scores_gemma":[0.001242194,0.0003060344,0.0004182248,0.002223807,0.0006213789,0.0002500492,0.0005231705,0.0004814693,0.0001008918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.021974,"about_ca_system_score_gemma":0.02860096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944057,"about_ca_topic_score_gemma":0.996047,"domain_scores_codex":[0.9991702,0.00007811969,0.00003045117,0.0001343209,0.0003736855,0.0002133012],"domain_scores_gemma":[0.9987864,0.00005330284,0.0001639174,0.0000273363,0.0006753989,0.0002935893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007903516,0.00005482328,0.9878541,0.00009409435,0.0001093325,0.0001301849,0.0004798033,0.0002456308,0.0007613756,0.00007108293,0.001602442,0.008518075],"study_design_scores_gemma":[0.000009426387,0.00005336732,0.9983564,0.00002245367,0.00004185734,0.0000878102,0.0004196646,0.0002626245,0.00007475809,0.0000109215,0.0006511693,0.000009558264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934272,0.001238204,0.0002958125,0.0003075508,0.0000108268,0.00009891445,0.002596076,0.00003439038,0.001991193],"genre_scores_gemma":[0.9971552,0.0006653779,0.0005829351,0.0001160472,0.000006121687,0.00002399667,0.001081712,0.000002935078,0.0003658188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.021974,"threshold_uncertainty_score":0.1594332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008027428661107186,"score_gpt":0.257006225322191,"score_spread":0.2489787966610838,"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."}}