{"id":"W4281493146","doi":"10.3390/biomedicines10061226","title":"Causative Agents of Ventilator-Associated Pneumonia and Resistance to Antibiotics in COVID-19 Patients: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Biomedicines","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto de Salud Carlos III","keywords":"Pneumonia; Coronavirus disease 2019 (COVID-19); Ventilator-associated pneumonia; Medicine; 2019-20 coronavirus outbreak; Antibiotics; Intensive care medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Antibiotic resistance; Microbiology; Virology; Biology; Internal medicine; Disease; Infectious disease (medical specialty)","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":[0.004695737,0.00124097,0.007934709,0.009586756,0.0005492131,0.002115221,0.001414852,0.00165718,0.003637996],"category_scores_gemma":[0.02211928,0.0009228398,0.007784259,0.009865694,0.0007115344,0.001778019,0.001281937,0.0008877005,0.0002603475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002480922,"about_ca_system_score_gemma":0.006815968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006988779,"about_ca_topic_score_gemma":0.01906643,"domain_scores_codex":[0.9944227,0.001513296,0.002507713,0.0003839526,0.0009794653,0.0001929819],"domain_scores_gemma":[0.9806294,0.01293856,0.004487277,0.0002320876,0.00148225,0.0002302731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001824605,0.00001273021,0.001261893,0.9715058,0.007943245,0.00009552078,0.000124715,0.00004109386,0.000102852,0.00007136798,0.0008688063,0.0177895],"study_design_scores_gemma":[0.0003122617,0.0002549867,0.009295775,0.8853586,0.09059989,0.0006720322,0.0002973034,0.0000737139,0.0001668357,0.0001498522,0.01277748,0.00004132609],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001832687,0.9972115,0.00005452715,0.0001292758,0.0000629714,0.0002032618,0.0003148643,0.00000527867,0.0001856459],"genre_scores_gemma":[0.01713441,0.9813043,0.0003446683,0.0003792286,0.0000721859,0.0003589827,0.0003028238,0.000004524636,0.00009894618],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009586756,"threshold_uncertainty_score":0.02483374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07210962915417136,"score_gpt":0.4030359052493641,"score_spread":0.3309262760951927,"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."}}