{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009618739,0.0001251723,0.000235603,0.0001588958,0.00008022235,0.000003732912,0.000104444,0.0000512472,0.0002099446],"category_scores_gemma":[0.0002060378,0.0001258451,0.00004898306,0.0002105543,0.00007306185,0.0001262128,0.0000212227,0.0001899834,0.00002862903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003343532,"about_ca_system_score_gemma":0.0004511412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2488562,"about_ca_topic_score_gemma":0.8981091,"domain_scores_codex":[0.9991599,0.00004732372,0.0003017983,0.0001778838,0.00003127099,0.0002817852],"domain_scores_gemma":[0.9987606,0.0008970588,0.0001104147,0.0001655848,0.00004073664,0.00002555122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002781683,0.0001626293,0.9739888,0.0000664617,0.00003591553,0.000007256175,0.0001892742,0.0007700149,0.0005507953,0.0003683234,0.00009398707,0.0234884],"study_design_scores_gemma":[0.0009785111,0.0000911176,0.9498557,0.00009029944,0.00003566637,0.000003710112,0.00005075254,0.0001341983,0.000248335,0.0005351394,0.04782172,0.0001548096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960527,0.001497131,0.0000707569,0.00005063482,0.00104423,0.0003172923,0.0001109643,0.0000334868,0.0008227884],"genre_scores_gemma":[0.99809,0.0008222442,0.00000535754,0.0001070099,0.00001242329,0.0001995809,0.0001359183,0.00001259282,0.0006148295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6492528,"threshold_uncertainty_score":0.7561457,"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."}}