{"id":"W1989485198","doi":"10.1378/chest.126.4.1382","title":"Pneumonia After Tracheotomy","year":2004,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Tracheotomy; Pneumonia; Mechanical ventilation; Ventilator-associated pneumonia; Incidence (geometry); Etiology; Intensive care medicine; Percutaneous; Surgery; Internal medicine","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":[0.001174594,0.001063195,0.001415419,0.001279952,0.006418599,0.00265594,0.001719422,0.0338388,0.00960214],"category_scores_gemma":[0.01177946,0.0008983483,0.002221898,0.001132159,0.001571004,0.002281214,0.001375089,0.01657888,0.002780592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005052257,"about_ca_system_score_gemma":0.002697733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005272503,"about_ca_topic_score_gemma":0.01527458,"domain_scores_codex":[0.9983041,0.0003586836,0.0002190513,0.0002243679,0.0002625329,0.000631224],"domain_scores_gemma":[0.9958857,0.001517549,0.0004964823,0.0002176345,0.0003778158,0.001504906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002280131,0.0001236479,0.01148691,0.0001114338,0.00007792086,0.9063928,0.0004209057,0.0000928938,0.0004370956,0.001433189,0.07437045,0.004824737],"study_design_scores_gemma":[0.0003393359,0.0004719986,0.03387056,0.0006640923,0.0002413908,0.8789119,0.001658301,0.0012289,0.00058511,0.005022438,0.07691073,0.000095105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.1099832,0.01229977,0.0007627598,0.6905807,0.04153965,0.0002375224,0.0003167182,0.0002126902,0.1440669],"genre_scores_gemma":[0.4220473,0.005788078,0.0009897853,0.4522961,0.08287,0.0001393012,0.0002922331,0.0001128347,0.03546438],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0338388,"threshold_uncertainty_score":0.03665686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840500090237914,"score_gpt":0.2780673413182308,"score_spread":0.2596623404158517,"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."}}