{"id":"W2019046005","doi":"10.1097/00128594-200207000-00025","title":"Pro/con clinical debate: the use of a protected specimen brush in the diagnosis of ventilator associated pneumonia.","year":2002,"lang":"en","type":"article","venue":"Journal of Bronchology","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care unit; Pneumonia; Ventilator-associated pneumonia; Mechanical ventilation; Intensive care medicine; Bronchoalveolar lavage; Intensive care; Respiratory failure; Etiology; Internal medicine; Lung","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0404834,0.001571638,0.001698094,0.001893213,0.003683731,0.005161917,0.006347944,0.0569539,0.003665115],"category_scores_gemma":[0.1812748,0.001358041,0.001723775,0.001345928,0.01160622,0.0118775,0.003361292,0.04433684,0.004816531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004360131,"about_ca_system_score_gemma":0.00388201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004303914,"about_ca_topic_score_gemma":0.004889288,"domain_scores_codex":[0.9713841,0.01267673,0.005098289,0.002508472,0.006998491,0.001333938],"domain_scores_gemma":[0.833761,0.09115994,0.01411126,0.004079925,0.04668428,0.01020357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003706508,0.00004801271,0.001807366,0.0007120181,0.00005108879,0.003041512,0.0008814556,0.00008707362,0.0005863392,0.00256707,0.9615725,0.02827493],"study_design_scores_gemma":[0.0003299767,0.0004205469,0.006450437,0.004232978,0.0001551498,0.0169384,0.006453351,0.001004864,0.001492379,0.01396952,0.9479885,0.0005637924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005161536,0.005425371,0.0004026903,0.9376311,0.05516107,0.00002132355,0.00002280591,0.00003212605,0.0007874574],"genre_scores_gemma":[0.007997893,0.004396308,0.001202111,0.8964566,0.08866394,0.00004724074,0.00002615678,0.00005668792,0.001153043],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0569539,"threshold_uncertainty_score":0.2140992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1783496722070252,"score_gpt":0.3757389299440016,"score_spread":0.1973892577369764,"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."}}