{"id":"W4377940780","doi":"10.1177/20499361231173843","title":"Performance characteristics of diagnostic assays for schistosomiasis in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Therapeutic Advances in Infectious Disease","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Queen's University; Toronto General Hospital; University of Toronto; Public Health Ontario","funders":"Public Health Ontario; University of Toronto; University Health Network","keywords":"Serology; Schistosomiasis; Schistosoma haematobium; Schistosoma mansoni; Schistosoma; Parasite hosting; Helminthiasis; Biology; Population; Immunology; Gastroenterology; Internal medicine; Helminths; Medicine; Antibody","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":[0.001556858,0.0005102552,0.0003879416,0.001039667,0.001185833,0.001094153,0.0008554335,0.0003770183,0.002463009],"category_scores_gemma":[0.008874135,0.000305623,0.0003439481,0.001994943,0.0006583171,0.0002492684,0.0004989126,0.0003243221,0.0005486824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0253884,"about_ca_system_score_gemma":0.02258923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9789221,"about_ca_topic_score_gemma":0.9802751,"domain_scores_codex":[0.9976827,0.0001868189,0.0001743609,0.0002760902,0.001267386,0.0004126281],"domain_scores_gemma":[0.9910296,0.001116343,0.001253311,0.0001511478,0.005683914,0.0007655611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005253764,0.0000482031,0.974655,0.0001514515,0.00008302832,0.0001148527,0.0005166496,0.0005997686,0.001526225,0.000118425,0.002321649,0.01933929],"study_design_scores_gemma":[0.00002628402,0.0001580703,0.9937762,0.00004756612,0.00004853496,0.0001511111,0.0003289988,0.00176652,0.0005320505,0.00003058243,0.003116777,0.00001729756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975416,0.003938256,0.001153294,0.0006414704,0.00005058847,0.0003164684,0.00561286,0.0001460345,0.01272502],"genre_scores_gemma":[0.9928237,0.0008091279,0.00116837,0.0001332905,0.00001289098,0.00005120018,0.00220926,0.00001664192,0.002775525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0253884,"threshold_uncertainty_score":0.1842066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120119101830348,"score_gpt":0.265595388959538,"score_spread":0.2543941979412346,"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."}}