{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005929221,0.0001128424,0.0003648794,0.0004798025,0.00009951431,0.0000101381,0.0003937315,0.0002006516,0.0003518091],"category_scores_gemma":[0.001469647,0.00009335646,0.0000403561,0.0008424324,0.000724174,0.00004286319,0.0001220115,0.0005967817,0.0001445808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001373394,"about_ca_system_score_gemma":0.0003866009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02757034,"about_ca_topic_score_gemma":0.04698566,"domain_scores_codex":[0.9946745,0.003763824,0.0004530877,0.0003402353,0.0002729839,0.0004953547],"domain_scores_gemma":[0.9965641,0.002275248,0.00007999797,0.0004076353,0.0006322501,0.00004080282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002763595,0.001425575,0.6511143,0.0001278422,0.0001052487,0.000006902044,0.004545557,0.000466242,0.1559199,0.1487007,0.006490168,0.02833392],"study_design_scores_gemma":[0.003223469,0.0009942971,0.9733203,0.0001004582,0.0000306607,0.00003469987,0.001570213,0.0006135323,0.01025237,0.003648864,0.006012118,0.0001989866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918676,0.0001901679,0.001019632,0.00101692,0.00006814527,0.001240181,0.000116962,0.000004466273,0.004475935],"genre_scores_gemma":[0.9994353,0.00002400746,0.00004906083,0.00005534986,0.00001889805,0.0002563828,0.0001111989,0.000008310793,0.00004146167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.322206,"threshold_uncertainty_score":0.9789051,"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."}}