{"id":"W2591666022","doi":"10.1021/acscentsci.7b00019","title":"Novel Solutions for Vaccines and Diagnostics To Combat Brucellosis","year":2017,"lang":"en","type":"article","venue":"ACS Central Science","topic":"Brucella: diagnosis, epidemiology, treatment","field":"Veterinary","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Department for Environment, Food and Rural Affairs, UK Government; Bill and Melinda Gates Foundation","keywords":"Toxoid; Epitope; Antigen; Antibody; Brucella; Virology; Tetanus; Glycan; Immunology; Biology; Chemistry; Brucellosis; Vaccination; Immunization; Biochemistry; Glycoprotein","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":[0.0005099229,0.0006406564,0.0003872662,0.0006023507,0.0003282295,0.0008232064,0.0004762394,0.001990482,0.003846781],"category_scores_gemma":[0.0003911089,0.0003322838,0.0004489528,0.0002359506,0.0005149412,0.001326222,0.0006435071,0.001736659,0.001663042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007105071,"about_ca_system_score_gemma":0.0005335174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002733201,"about_ca_topic_score_gemma":0.0004909238,"domain_scores_codex":[0.9997417,0.00005488736,0.00001382969,0.00004440233,0.00009427355,0.00005082123],"domain_scores_gemma":[0.9998441,0.00002842257,0.00003950737,0.000008407313,0.00004519997,0.00003447238],"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":[0.000222874,0.0003267664,0.0003882694,0.00176609,0.00007064218,0.0004282643,0.0001383938,0.001833324,0.7528519,0.04463356,0.01200297,0.1853369],"study_design_scores_gemma":[0.0002220939,0.002986681,0.0009542624,0.0007933163,0.0001429274,0.001598222,0.000312063,0.008055392,0.4447427,0.0340122,0.5060868,0.00009338127],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1383671,0.4425433,0.3171261,0.03739345,0.00919913,0.0007243398,0.0008036122,0.00136444,0.05247859],"genre_scores_gemma":[0.4662851,0.2147873,0.2421659,0.01340679,0.00229791,0.0009534415,0.0009861233,0.0001431655,0.05897437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003846781,"threshold_uncertainty_score":0.01286882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1517500373022136,"score_gpt":0.3861901868866051,"score_spread":0.2344401495843915,"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."}}