{"id":"W2796843994","doi":"10.1164/rccm.201711-2259le","title":"Lung Ultrasound and Microbubbles Enhance Aminoglycoside Efficacy and Delivery to the Lung in <i>Escherichia coli</i> –induced Pneumonia and Acute Respiratory Distress Syndrome","year":2018,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University; University of Toronto; St. Michael's Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canada Foundation for Innovation; Université Savoie Mont Blanc; Ontario Centres of Excellence","keywords":"Medicine; Microbubbles; Aminoglycoside; Pneumonia; Lung; Respiratory distress; Lung ultrasound; Acute respiratory distress; Respiratory system; Ultrasound; Anesthesia; Antibiotics; Intensive care medicine; Internal medicine; Microbiology; Radiology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000928612,0.000574513,0.001634812,0.0003090068,0.0002695469,0.00008958732,0.0003146023,0.0003842154,0.00002581155],"category_scores_gemma":[0.002425727,0.0003945243,0.00009589395,0.0005005232,0.004137164,0.0001431113,0.0001534295,0.002690047,0.000001808638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001304764,"about_ca_system_score_gemma":0.0002246748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006466695,"about_ca_topic_score_gemma":0.00003073111,"domain_scores_codex":[0.9961464,0.0004980732,0.001311215,0.0007908599,0.0006641683,0.0005892501],"domain_scores_gemma":[0.9917334,0.005964638,0.0004568672,0.0005449977,0.0005855906,0.0007145336],"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":[0.004412948,0.0006205758,0.1488108,0.005966059,0.002140144,0.01185662,0.01142524,0.00000114894,0.3312756,0.000152757,0.4300901,0.05324804],"study_design_scores_gemma":[0.007637771,0.03145601,0.4380976,0.0106099,0.006579388,0.008139511,0.007057707,0.000008324818,0.001697005,0.0001380534,0.4866442,0.001934577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.878643,0.01752511,0.00007279101,0.1027717,0.0002103128,0.0006035887,0.0001112378,0.00001712241,0.00004511249],"genre_scores_gemma":[0.7468296,0.0009570453,0.0003437962,0.2501356,0.001601692,0.00003757979,0.00001406375,0.00006153667,0.00001915912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3295786,"threshold_uncertainty_score":0.9998507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052847440737272,"score_gpt":0.333001140100701,"score_spread":0.3124726656933283,"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."}}