{"id":"W2099615351","doi":"10.1128/iai.01733-06","title":"High-Throughput mRNA Profiling Characterizes the Expression of Inflammatory Molecules in Sepsis Caused by <i>Burkholderia pseudomallei</i>","year":2007,"lang":"en","type":"article","venue":"Infection and Immunity","topic":"Burkholderia infections and melioidosis","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Wellcome Trust","keywords":"Burkholderia pseudomallei; Biology; Melioidosis; Burkholderia; Sepsis; Gene expression profiling; Microbiology; Profiling (computer programming); Computational biology; Gene expression; Virology; Bacteria; Immunology; Genetics; Gene","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":[0.0007239813,0.0001684979,0.000287473,0.0001792787,0.000206766,0.00002363616,0.00005038775,0.0001606332,0.00007059522],"category_scores_gemma":[0.0001093811,0.0001246903,0.00007712271,0.0003243573,0.0001469857,0.0001812603,0.00006532864,0.000384328,0.000003543252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005210712,"about_ca_system_score_gemma":0.00004016446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001477626,"about_ca_topic_score_gemma":0.00009328953,"domain_scores_codex":[0.998888,0.0001235699,0.0004440696,0.0001755537,0.0001495835,0.0002191974],"domain_scores_gemma":[0.9992149,0.0001089146,0.0001811014,0.0003172632,0.0001041469,0.00007365213],"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":[0.0001201734,0.0002327759,0.1098132,0.00009401105,0.00002719908,0.000003053001,0.0003211728,0.000003835221,0.8861569,0.00007812915,0.0001646909,0.002984883],"study_design_scores_gemma":[0.001134855,0.000137023,0.4118333,0.0001146544,0.00003091976,0.00001458185,0.0002048399,0.00001539992,0.5836436,0.00002126329,0.002755063,0.00009462736],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973822,0.0002653518,0.0007309481,0.0001801013,0.000353946,0.0004342376,0.000007279548,0.000065242,0.0005807098],"genre_scores_gemma":[0.9984553,0.0008902487,0.0002215912,0.0002064587,0.00007678236,0.00003569125,0.00003104663,0.00001954372,0.0000632954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3025133,"threshold_uncertainty_score":0.5084721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382784288209878,"score_gpt":0.2600472388214811,"score_spread":0.2462193959393823,"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."}}