{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006656022,0.0001875515,0.0002463384,0.00006894292,0.001898704,0.0002075278,0.0007991309,0.00007552888,0.00001945873],"category_scores_gemma":[0.003821062,0.0001621339,0.00005692078,0.0001202769,0.0005392462,0.000352717,0.000619991,0.00007828171,0.00004582808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001520883,"about_ca_system_score_gemma":0.00008196569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008882664,"about_ca_topic_score_gemma":0.0003172332,"domain_scores_codex":[0.9978809,0.00002334159,0.0002435977,0.0005956657,0.0001758577,0.001080681],"domain_scores_gemma":[0.9978063,0.000806056,0.0001442413,0.0007110453,0.0001167668,0.000415634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001797258,0.001085311,0.7538318,0.00006855544,0.00008404437,0.00004408035,0.0009902826,0.0001663202,0.1365587,0.02784168,0.05461232,0.02453714],"study_design_scores_gemma":[0.0006159664,0.000434988,0.9878498,0.00004237522,0.00004865498,0.00004074229,0.0000512494,0.0006930439,0.003183592,0.0007231574,0.006076454,0.0002399359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834146,0.0003466767,0.001881243,0.01201015,0.0009746213,0.0008010637,0.0001379089,0.0000588279,0.0003749345],"genre_scores_gemma":[0.989752,0.000437552,0.008617028,0.0008147166,0.0001382154,0.0001357322,0.000005015395,0.00001405577,0.00008571023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.234018,"threshold_uncertainty_score":0.9994007,"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."}}