{"id":"W2120548867","doi":"10.2174/1874318801004010046","title":"Diagnosis of Brucellosis","year":2010,"lang":"en","type":"article","venue":"The Open Veterinary Science Journal","topic":"Brucella: diagnosis, epidemiology, treatment","field":"Veterinary","cited_by":189,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Brucellosis; Serology; Orchitis; Zoonosis; Epididymitis; Medicine; Disease; Isolation (microbiology); Immunology; Biology; Pathology; Antibody; Bioinformatics; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006802985,0.0002904852,0.000503512,0.0003049007,0.001223108,0.0004075903,0.005134243,0.0001005584,0.002087008],"category_scores_gemma":[0.0007511923,0.0001841643,0.0002094804,0.0009247051,0.002033779,0.001213796,0.001846425,0.0008833271,0.0002557762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001208273,"about_ca_system_score_gemma":0.0004490571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000414166,"about_ca_topic_score_gemma":0.00002061211,"domain_scores_codex":[0.9969627,0.000370782,0.0007939996,0.0005148733,0.0006041425,0.0007535595],"domain_scores_gemma":[0.9967423,0.000821713,0.0006641207,0.001166015,0.0002470367,0.0003587921],"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":[0.001179852,0.001831893,0.1376781,0.00004032873,0.0002227191,0.001291509,0.002383618,0.00006343772,0.7527568,0.004823205,0.02036359,0.07736495],"study_design_scores_gemma":[0.002060666,0.01236354,0.8327543,0.0002640992,0.0001927538,0.03296733,0.001015643,0.0004438047,0.02919516,0.007226623,0.0805858,0.0009302801],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813489,0.0001574544,0.00001326034,0.004156906,0.001925721,0.0005071051,0.00001512109,0.00002492886,0.01185064],"genre_scores_gemma":[0.9914336,0.0003875345,0.006999253,0.0005509429,0.0002536598,0.00008346026,0.000001030199,0.00002766554,0.0002628816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7235616,"threshold_uncertainty_score":0.9988252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1573718144428911,"score_gpt":0.4196455539989022,"score_spread":0.2622737395560112,"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."}}