{"id":"W2051297033","doi":"10.1016/s0167-5877(02)00216-7","title":"Validation of a Neospora caninum iscom ELISA without a gold standard","year":2003,"lang":"en","type":"article","venue":"Preventive Veterinary Medicine","topic":"Toxoplasma gondii Research Studies","field":"Immunology and Microbiology","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Neospora caninum; Gold standard (test); Gibbs sampling; Receiver operating characteristic; Veterinary medicine; Neospora; Antibody; Statistics; Biology; Mathematics; Medicine; Immunology; Bayesian probability","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0181411,0.005592995,0.002631439,0.003962011,0.001985507,0.00201683,0.0020206,0.005303978,0.003141777],"category_scores_gemma":[0.01858949,0.002752758,0.00185224,0.001807935,0.003055132,0.001782955,0.001827407,0.002521021,0.004060764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001388513,"about_ca_system_score_gemma":0.001958113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002942066,"about_ca_topic_score_gemma":0.004697646,"domain_scores_codex":[0.966103,0.01172193,0.00323028,0.00548544,0.01164835,0.001810995],"domain_scores_gemma":[0.9729461,0.01106508,0.001050637,0.005213812,0.009077225,0.000647111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001861539,0.002155426,0.09322386,0.0008809653,0.0005006141,0.0002918986,0.001125829,0.001166344,0.8659313,0.001677135,0.001355776,0.02982938],"study_design_scores_gemma":[0.0003667404,0.006231092,0.07779,0.0003983873,0.001218676,0.001756748,0.0006383671,0.0102913,0.8858175,0.001667549,0.01371574,0.0001079321],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.783967,0.003348465,0.155556,0.001198043,0.003092524,0.003925921,0.002647471,0.001685968,0.04457845],"genre_scores_gemma":[0.8261647,0.00140884,0.1415882,0.00196749,0.0005317797,0.004249512,0.007697338,0.0003463248,0.01604568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0181411,"threshold_uncertainty_score":0.09594047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0348460955257589,"score_gpt":0.3261082291359837,"score_spread":0.2912621336102248,"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."}}