{"id":"W2023593438","doi":"10.1016/j.vaccine.2010.03.052","title":"Universal indirect enzyme-linked immunosorbent assay for monitoring of human and animal brucellosis in Kazakhstan","year":2010,"lang":"en","type":"article","venue":"Vaccine","topic":"Brucella: diagnosis, epidemiology, treatment","field":"Veterinary","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Brucellosis; Serology; Brucellaceae; Zoonosis; Brucella; Veterinary medicine; Biology; Brucella abortus; Virology; Antibody; Brucella melitensis; Medicine; Immunology","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":[0.001260996,0.0004052202,0.0003634423,0.0006450462,0.0004879106,0.000552016,0.0004073397,0.0003987255,0.0003759131],"category_scores_gemma":[0.001268446,0.000210607,0.0001597319,0.0005125751,0.0005606015,0.0002581604,0.0003382334,0.0003837265,0.0001458044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007628156,"about_ca_system_score_gemma":0.0006949287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007089273,"about_ca_topic_score_gemma":0.005999099,"domain_scores_codex":[0.9990624,0.0004143107,0.0001210333,0.000130692,0.0001213115,0.0001502404],"domain_scores_gemma":[0.999422,0.0001269417,0.0001461937,0.0000583909,0.0001963598,0.00005018215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002059164,0.0004243422,0.7992288,0.00047314,0.0001734516,0.0008420901,0.001793504,0.001263904,0.1075881,0.000838963,0.002057993,0.0832566],"study_design_scores_gemma":[0.000106415,0.004715045,0.9100109,0.0001371516,0.0003774077,0.00600478,0.002605785,0.004263537,0.0572077,0.0003782213,0.01415706,0.00003591018],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917637,0.002745234,0.003302403,0.0001810493,0.00009857832,0.00005799278,0.0005679487,0.000105906,0.001177227],"genre_scores_gemma":[0.9976665,0.000368787,0.001218493,0.00006902248,0.00001615661,0.00002283288,0.0003444408,0.000003448742,0.0002902568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007089273,"threshold_uncertainty_score":0.01409602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05582920578584866,"score_gpt":0.3418963622899787,"score_spread":0.2860671565041301,"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."}}