{"id":"W2110082345","doi":"10.1039/c005422b","title":"Development of reagents and assays for the detection of pathogenic Burkholderia species","year":2010,"lang":"en","type":"article","venue":"Faraday Discussions","topic":"Burkholderia infections and melioidosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Burkholderia pseudomallei; Burkholderia; Microbiology; Lipopolysaccharide; Antibody; Computational biology; Biology; Bacteria; Chemistry; Immunology; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002382562,0.00009214941,0.0001849631,0.00007776119,0.0002143477,0.000006647368,0.0000518036,0.00007730399,0.0001161743],"category_scores_gemma":[0.0001520738,0.00004717484,0.00009047105,0.0001469469,0.00009685127,0.00003444675,0.0000391602,0.0001197312,0.000001810351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001021046,"about_ca_system_score_gemma":0.00006871556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001347305,"about_ca_topic_score_gemma":0.0001226726,"domain_scores_codex":[0.999321,0.00001196191,0.0002812646,0.0001354025,0.0001291163,0.0001212794],"domain_scores_gemma":[0.9994025,0.00008385349,0.0001094181,0.0002519564,0.00008545854,0.00006681417],"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":[0.00003206226,0.0001102194,0.0009895377,0.00004864593,0.00005554669,1.831932e-7,0.0004845311,4.256006e-7,0.9549956,0.0003902989,0.0001554967,0.04273742],"study_design_scores_gemma":[0.0009887101,0.0001297845,0.3425952,0.00008087853,0.0002328653,0.00002491124,0.001073494,0.0001223618,0.5081922,0.00008189517,0.1463711,0.0001065107],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881499,0.0001032815,0.00938244,0.000499866,0.0006875505,0.0005750643,0.00003331156,0.0000198028,0.0005487984],"genre_scores_gemma":[0.9924917,0.00004215768,0.006044434,0.00001746613,0.00009561306,0.00009395368,0.000009937179,0.00001269059,0.00119209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4468034,"threshold_uncertainty_score":0.1923734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02810118212515227,"score_gpt":0.275205097155819,"score_spread":0.2471039150306668,"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."}}