{"id":"W2057232645","doi":"10.4187/respcare.02722","title":"Description and Microbiology of Endotracheal Tube Biofilm in Mechanically Ventilated Subjects","year":2014,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Biofilm; Medicine; Intubation; Ventilator-associated pneumonia; Pseudomonas aeruginosa; Candida albicans; Endotracheal tube; Mechanical ventilation; Saline; Pneumonia; Microbiology; Anesthesia; Surgery; Internal medicine; Bacteria; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004073892,0.0002679037,0.0004105551,0.001038585,0.0005712003,0.0004098491,0.0001944231,0.0005509833,0.001073561],"category_scores_gemma":[0.001237209,0.000226454,0.0001867662,0.0006511289,0.0002571008,0.0003222662,0.0003430381,0.00019024,0.0001487328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001795396,"about_ca_system_score_gemma":0.0002527391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001482063,"about_ca_topic_score_gemma":0.0009515614,"domain_scores_codex":[0.9996191,0.00008331118,0.00005091065,0.00007722467,0.000100575,0.00006886134],"domain_scores_gemma":[0.9993519,0.0001196446,0.0002753825,0.00002413236,0.0001143248,0.000114502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002300135,0.00008727704,0.9919503,0.00006714924,0.00001592489,0.0005448488,0.0004258652,0.00001702298,0.004014824,0.00001357809,0.00004179252,0.002591525],"study_design_scores_gemma":[0.000006162617,0.0006143125,0.9963564,0.00001656953,0.00001794491,0.001933367,0.000625295,0.00005442696,0.0002128231,0.00001204618,0.0001459767,0.000004646817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992285,0.0005148742,0.00005091507,0.00001015668,0.000002717777,0.00001112556,0.00005545728,0.000001163226,0.0001250845],"genre_scores_gemma":[0.9994179,0.0002460977,0.0001535078,0.00001406005,0.000009339824,0.0000140874,0.00007808878,8.445423e-7,0.00006610392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001482063,"threshold_uncertainty_score":0.003591418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01941868272227038,"score_gpt":0.2725368659494665,"score_spread":0.2531181832271961,"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."}}