{"id":"W3176238014","doi":"10.17576/jsm-2021-5005-04","title":"Phenotype and Virulence Assessment of a Burkholderia pseudomallei Soil Isolate from Malaysia","year":2021,"lang":"en","type":"article","venue":"Sains Malaysiana","topic":"Burkholderia infections and melioidosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"University of Nizwa; University of California, San Diego; Universiti Kebangsaan Malaysia; King Khalid University; Royal Society","keywords":"Burkholderia pseudomallei; Melioidosis; Microbiology; Virulence; Biology; Biofilm; Antibiotics; Bacteria; Gene; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001560343,0.0002304061,0.0005273303,0.0001257806,0.00009065976,0.00003775314,0.00008112576,0.0001503048,0.001205534],"category_scores_gemma":[0.00006823151,0.0002216396,0.0001487478,0.0004302229,0.0001174675,0.0001170763,0.0001220963,0.0002463986,0.00002293449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006596596,"about_ca_system_score_gemma":0.0002769996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004740653,"about_ca_topic_score_gemma":0.00005546334,"domain_scores_codex":[0.9984867,0.00006711636,0.0004051125,0.0004816869,0.0002538704,0.000305534],"domain_scores_gemma":[0.9987741,0.00006868983,0.0001451376,0.0006002901,0.0001994507,0.0002123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001220127,0.0008010422,0.1351281,0.0003293521,0.0006147058,0.0003050877,0.000412415,0.0001831394,0.8473014,0.004102872,0.0009215842,0.009778327],"study_design_scores_gemma":[0.003975839,0.0005389861,0.9356803,0.0005897568,0.0007741053,0.0002060985,0.0007388449,0.01393668,0.0365109,0.000895646,0.005632623,0.0005201826],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854177,0.0008185303,0.001972702,0.001208383,0.0003083719,0.0002260303,0.00005267773,0.00006705894,0.009928493],"genre_scores_gemma":[0.9887088,0.000605013,0.00927768,0.000410239,0.0002125252,0.0000293399,0.00005554114,0.00003842677,0.0006624304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8107905,"threshold_uncertainty_score":0.9997075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256631267262763,"score_gpt":0.2735819755609644,"score_spread":0.2610156628883368,"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."}}