{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002127376,0.0001893504,0.0002955806,0.0003746755,0.0005539088,0.00003111414,0.00004688441,0.0001705301,0.00009782131],"category_scores_gemma":[0.0006026149,0.0002070861,0.00008538098,0.0003072958,0.00006254933,0.0001130184,0.00001196629,0.0001466526,0.00005525635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004071141,"about_ca_system_score_gemma":0.001020213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0463843,"about_ca_topic_score_gemma":0.4875913,"domain_scores_codex":[0.9986511,0.0001881475,0.0002988258,0.0003052855,0.0000275637,0.0005290213],"domain_scores_gemma":[0.9989001,0.0005091468,0.0001122888,0.0002173464,0.0001238867,0.0001372115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002680077,0.0003092985,0.9924265,0.00004541322,0.00002227115,0.000001734925,0.0000326536,0.0007823788,0.00001318866,0.002297924,0.003623964,0.0004179064],"study_design_scores_gemma":[0.002267299,0.0001491396,0.9729766,0.0000329779,0.00002235909,0.00002019318,0.00002028137,0.0001331054,0.00002319079,0.0001625715,0.02396518,0.0002270882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898209,0.003008164,0.003195555,0.0004211554,0.0008612209,0.0008234781,0.001348016,0.0001824405,0.0003390692],"genre_scores_gemma":[0.9979082,0.00009938621,0.00006037394,0.0008649934,0.0001339326,0.0001798391,0.0006875325,0.00002278554,0.00004296985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.441207,"threshold_uncertainty_score":0.9599659,"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."}}