{"id":"W4220704970","doi":"10.3390/microorganisms10040708","title":"The Tip of Brucella O-Polysaccharide Is a Potent Epitope in Response to Brucellosis Infection and Enables Short Synthetic Antigens to Be Superior Diagnostic Reagents","year":2022,"lang":"en","type":"article","venue":"Microorganisms","topic":"Brucella: diagnosis, epidemiology, treatment","field":"Veterinary","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Biotechnology and Biological Sciences Research Council; Directorate for Biological Sciences; Animal and Plant Health Agency","keywords":"Brucellosis; Brucella; Epitope; Brucella abortus; Antigen; Brucellaceae; Microbiology; Virology; Polysaccharide; Biology; Chemistry; Immunology; Brucella melitensis; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001583808,0.0003939564,0.0001931883,0.0001693176,0.00006732187,0.0001742699,0.0001726313,0.0003169641,0.000985534],"category_scores_gemma":[0.0001806057,0.0001445088,0.0002082797,0.0001624992,0.0001824626,0.0001462089,0.0001921203,0.0005293556,0.0002909354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001030045,"about_ca_system_score_gemma":0.00008739042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001203376,"about_ca_topic_score_gemma":0.0001897292,"domain_scores_codex":[0.9998189,0.00004033596,0.00001230282,0.00002956456,0.0000609368,0.00003812338],"domain_scores_gemma":[0.999845,0.00003796684,0.00005292905,0.00001743276,0.00001751257,0.00002912877],"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":[0.00001933342,0.000009276809,0.00007927632,0.00001589928,0.000001178137,0.00001469915,0.000002292569,0.00001771006,0.9995735,0.00001379705,0.000003432017,0.0002495876],"study_design_scores_gemma":[0.000006479846,0.0009393608,0.004897943,0.000008186107,0.000008799882,0.0002901589,0.00001296763,0.0001996627,0.9925471,0.00003215255,0.001054387,0.000002916353],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940469,0.0007941123,0.003681899,0.00004365015,0.00001902211,0.00003854997,0.0001471798,0.00002249334,0.001206078],"genre_scores_gemma":[0.9920294,0.0007915719,0.005012212,0.0001188496,0.00001672477,0.00004118552,0.0006145623,0.00001136629,0.001364122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000985534,"threshold_uncertainty_score":0.003296912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04292009852503402,"score_gpt":0.3051641656132719,"score_spread":0.2622440670882379,"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."}}