{"id":"W2035094548","doi":"10.1128/jcm.03185-14","title":"Improved Serodiagnosis of Bovine Brucellosis by Novel Synthetic Oligosaccharide Antigens Representing the Capping M Epitope Elements of Brucella O-Polysaccharide","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Brucella: diagnosis, epidemiology, treatment","field":"Veterinary","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Brucella; Antigen; Epitope; Microbiology; Complement fixation test; Brucella melitensis; Biology; Brucellaceae; Direct agglutination test; Bovine serum albumin; Serology; Antibody; Brucellosis; Virology; Biochemistry; 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":[0.0002465874,0.0005130297,0.0001766383,0.0002427739,0.0000575598,0.0001895753,0.0002029585,0.0002597371,0.0002733889],"category_scores_gemma":[0.00029099,0.0001214629,0.0001734591,0.0001499047,0.0001656152,0.0001516854,0.0001794972,0.0003767853,0.0001079789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000214325,"about_ca_system_score_gemma":0.0001267749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006533235,"about_ca_topic_score_gemma":0.0007701702,"domain_scores_codex":[0.9998079,0.00005256832,0.00001441266,0.00003428341,0.00004523477,0.00004552317],"domain_scores_gemma":[0.999873,0.00002595342,0.0000367047,0.00001643453,0.00002468038,0.00002322406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007436197,0.00004766843,0.000379042,0.00001668435,0.000003064471,0.00002164515,0.000006732652,0.0001133026,0.9970455,0.00002567892,0.000008569184,0.00225768],"study_design_scores_gemma":[0.00002042058,0.001141156,0.00589078,0.000006426921,0.0000223851,0.0002437252,0.0000101128,0.002896759,0.989057,0.00002336592,0.0006824095,0.000005429918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913851,0.0004037787,0.007211093,0.00002711433,0.00001031549,0.00003755032,0.00007125725,0.00005600705,0.0007977896],"genre_scores_gemma":[0.9885194,0.000338869,0.01021423,0.00003951161,0.000006509162,0.00001834463,0.0002710857,0.000006793004,0.0005853144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006533235,"threshold_uncertainty_score":0.001555026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1641039441910436,"score_gpt":0.4120118610757751,"score_spread":0.2479079168847316,"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."}}