{"id":"W2051684681","doi":"10.1007/s00436-014-3951-4","title":"Statistical evaluation of a commercial Neospora caninum competitive ELISA in the absence of a gold standard: application to wild elk (Cervus elaphus) in Alberta","year":2014,"lang":"en","type":"article","venue":"Parasitology Research","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"University of Montana","keywords":"Neospora caninum; Biology; Gold standard (test); Serology; Veterinary medicine; Neospora; Cervus elaphus; Parasite hosting; Animal science; Antibody; Virology; Immunology; Statistics; Ecology; Mathematics","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":[0.01371709,0.0007088546,0.0007972916,0.001416787,0.001001146,0.0009042994,0.001814683,0.0006466435,0.001157011],"category_scores_gemma":[0.01395402,0.0004178281,0.0008354111,0.001775266,0.001768449,0.0003603937,0.000705002,0.000840905,0.0001436151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003905938,"about_ca_system_score_gemma":0.002403888,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1818053,"about_ca_topic_score_gemma":0.3193924,"domain_scores_codex":[0.9878023,0.003385556,0.0006649766,0.001885786,0.005656826,0.0006045285],"domain_scores_gemma":[0.984562,0.008166474,0.001861003,0.001480333,0.003595545,0.0003345569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007471018,0.0007812375,0.8236243,0.0006689178,0.002425935,0.0004833004,0.002871709,0.009179569,0.07171734,0.00262825,0.002276649,0.07587188],"study_design_scores_gemma":[0.00009494309,0.001949091,0.9506289,0.00003201408,0.0007303081,0.0003023542,0.001641564,0.02601255,0.01504381,0.0004576279,0.003052923,0.00005385994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582441,0.0005898933,0.03493332,0.0001093621,0.0001087789,0.0006497942,0.001510205,0.0002581585,0.003596336],"genre_scores_gemma":[0.9717927,0.00009516449,0.02478839,0.00004547304,0.00001293944,0.0003823181,0.0006841611,0.0000385319,0.002160266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8181947,"threshold_uncertainty_score":0.3614942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04117118104554806,"score_gpt":0.4226470293862665,"score_spread":0.3814758483407184,"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."}}