{"id":"W2104683307","doi":"10.1002/anie.201302303","title":"Design and Synthesis of a Universal Antigen to Detect Brucellosis","year":2013,"lang":"en","type":"article","venue":"Angewandte Chemie International Edition","topic":"Brucella: diagnosis, epidemiology, treatment","field":"Veterinary","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Brucella; Brucellosis; Computer science; Antigen; Service (business); Computational biology; World Wide Web; Virology; Biology; Immunology; Business; Marketing","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":[0.0007724881,0.0006714192,0.0005464054,0.0004880688,0.0003692938,0.0004643686,0.0006372796,0.0008281036,0.001699889],"category_scores_gemma":[0.0005133827,0.0005262766,0.0006077903,0.0005394061,0.000334054,0.0003654032,0.0005568014,0.001097257,0.001915205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005559048,"about_ca_system_score_gemma":0.001055226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000442571,"about_ca_topic_score_gemma":0.0005352293,"domain_scores_codex":[0.9995444,0.00005851189,0.00004484337,0.00008831814,0.0001058926,0.0001579909],"domain_scores_gemma":[0.9997519,0.00002568647,0.00003270969,0.00002415293,0.0000798712,0.00008579265],"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":[0.0000611276,0.0001574337,0.000216523,0.0003210423,0.00001650417,0.0002214065,0.0001486395,0.001390653,0.9820921,0.00246568,0.0005246635,0.01238411],"study_design_scores_gemma":[0.0000730652,0.001215618,0.000547696,0.00003542866,0.00003304583,0.0003093155,0.00005110248,0.002759673,0.9675989,0.000670486,0.02666793,0.00003796253],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6092445,0.003954498,0.3622022,0.001099437,0.0009566975,0.004020505,0.00152221,0.00125227,0.01574763],"genre_scores_gemma":[0.665944,0.003230993,0.3131393,0.000687646,0.0001006368,0.001963899,0.002332883,0.0002003467,0.01240034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001699889,"threshold_uncertainty_score":0.0056867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04861491111907581,"score_gpt":0.301671139239262,"score_spread":0.2530562281201862,"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."}}