{"id":"W2114835737","doi":"10.1128/iai.69.1.34-44.2001","title":"Detection of Bacterial Virulence Genes by Subtractive Hybridization: Identification of Capsular Polysaccharide of <i>Burkholderia pseudomallei</i> as a Major Virulence Determinant","year":2001,"lang":"en","type":"article","venue":"Infection and Immunity","topic":"Burkholderia infections and melioidosis","field":"Medicine","cited_by":260,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Medical Research Council; Alberta Heritage Foundation for Medical Research; Fondation pour la Recherche Médicale; Medical Research Council Canada; U.S. Department of Defense","keywords":"Biology; Suppression subtractive hybridization; Burkholderia pseudomallei; Microbiology; Virulence; Melioidosis; Burkholderia; Immunoelectron microscopy; Gene; Bacteria; Genetics; Complementary DNA; cDNA library","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":[],"consensus_categories":[],"category_scores_codex":[0.0004076866,0.0001748353,0.0003925468,0.0002531275,0.0001565702,0.00001776223,0.00006329009,0.0001492931,0.0001438723],"category_scores_gemma":[0.0002184362,0.0001742954,0.0001198227,0.0005122475,0.0002135346,0.0003759919,0.0000412211,0.0001676474,0.000004001829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004062189,"about_ca_system_score_gemma":0.000081005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00566446,"about_ca_topic_score_gemma":0.00008023567,"domain_scores_codex":[0.9985415,0.000140534,0.0007243289,0.0002308666,0.000210551,0.0001522254],"domain_scores_gemma":[0.9983661,0.00006277025,0.0006511107,0.000359552,0.0004818809,0.00007856445],"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":[0.0004012434,0.000434027,0.009921702,0.000155143,0.00007077004,0.000001402855,0.0001943937,0.000004758769,0.9760163,0.0000273943,0.00001138539,0.01276145],"study_design_scores_gemma":[0.001072612,0.0005990272,0.1027697,0.0001194182,0.0001887989,0.0002478668,0.0001406495,0.0001701565,0.8939044,0.00003279113,0.000629645,0.0001248774],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923619,0.0003716546,0.006131392,0.00002990393,0.0004847819,0.0004159331,0.00003479942,0.00003636729,0.0001332356],"genre_scores_gemma":[0.9964475,0.003250374,0.00006519562,0.00001986598,0.00006093906,0.00003797829,0.00002624614,0.00001767516,0.00007422795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09284803,"threshold_uncertainty_score":0.8563008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104835597109186,"score_gpt":0.2562285287413529,"score_spread":0.2457449690304343,"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."}}