{"id":"W2026668202","doi":"10.1159/000075651","title":"Gut Decontamination Prevents Bronchoscopy-Induced Bacterial Translocation","year":2004,"lang":"en","type":"article","venue":"Respiration","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medicine; Bronchoscopy; Mesenteric lymph nodes; Human decontamination; Cecum; Gastroenterology; Ileum; Bacterial translocation; Internal medicine; Spleen; Chromosomal translocation; Pathology; Surgery; Biology","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":[0.0001976197,0.00009898689,0.0001110669,0.00009395716,0.0001336371,0.00002522451,0.00005893033,0.000205933,0.0009013382],"category_scores_gemma":[0.0001130415,0.00009655845,0.00004114062,0.0001344882,0.00002553719,0.0002749573,0.000007696693,0.00008943716,0.0006307384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009951399,"about_ca_system_score_gemma":0.0001063316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006865688,"about_ca_topic_score_gemma":0.0001555522,"domain_scores_codex":[0.9991991,0.0001258722,0.0002817548,0.0002000815,0.00005320313,0.0001399876],"domain_scores_gemma":[0.9996569,0.0000183891,0.0001022088,0.0001320439,0.00006649702,0.00002400117],"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":[0.00008624526,0.00009462905,0.00009935637,0.00001210376,0.00001427389,2.777315e-7,0.0002911733,0.00002967172,0.9262655,0.002652845,0.0001122698,0.07034165],"study_design_scores_gemma":[0.008973579,0.0008030846,0.06644108,0.0001649919,0.00005863458,0.00002566573,0.0001145961,0.00004533009,0.8801343,0.002032378,0.04081223,0.0003940744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501494,0.0001042763,0.0458628,0.0003914231,0.00138092,0.0003443418,0.000003665562,0.0001039124,0.001659274],"genre_scores_gemma":[0.9987093,0.00002039231,0.00008072963,0.000274847,0.000100087,0.00003217808,0.0004822004,0.000009598168,0.0002907258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06994758,"threshold_uncertainty_score":0.9869021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829159401150518,"score_gpt":0.2760405037609918,"score_spread":0.2577489097494866,"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."}}