{"id":"W3044185941","doi":"10.1016/j.mehy.2020.110139","title":"Ventilator-associated pneumonia (VAP) caused by carbapenem-resistant Acinetobacter baumannii in patients with COVID-19: Two problems, one solution?","year":2020,"lang":"en","type":"article","venue":"Medical Hypotheses","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Acinetobacter baumannii; Pneumonia; Ventilator-associated pneumonia; Medicine; Microbiology; Carbapenem; Coronavirus disease 2019 (COVID-19); Acinetobacter; Virology; Antibiotics; Biology; Pseudomonas aeruginosa; Internal medicine; Bacteria; Infectious disease (medical specialty)","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":[0.002374465,0.0006598926,0.001011786,0.001493136,0.0009835955,0.002501006,0.001016065,0.005179548,0.00491807],"category_scores_gemma":[0.01594446,0.0004903346,0.0005950987,0.00136076,0.00350249,0.00544377,0.001092456,0.003085292,0.0008915331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006185863,"about_ca_system_score_gemma":0.001133583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001059533,"about_ca_topic_score_gemma":0.0006886527,"domain_scores_codex":[0.9978439,0.0009467074,0.0002615449,0.0003130417,0.0002880876,0.0003467429],"domain_scores_gemma":[0.9938312,0.003354404,0.001504412,0.0002569853,0.0006141857,0.0004389343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001903378,0.0005919772,0.9158679,0.0007252517,0.0001769494,0.009047557,0.001212621,0.0003396552,0.001634735,0.007300691,0.01023423,0.05096502],"study_design_scores_gemma":[0.0006459432,0.001979303,0.8516973,0.001941777,0.0005789518,0.04846913,0.01900468,0.005467495,0.001555945,0.05267971,0.01565931,0.0003205485],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6792715,0.04767093,0.00373726,0.2566615,0.002461827,0.00006070627,0.0005167888,0.00009840256,0.009521128],"genre_scores_gemma":[0.9700038,0.01043044,0.001971229,0.01157656,0.00512844,0.00004246723,0.0002230418,0.00001569463,0.0006083701],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.005179548,"threshold_uncertainty_score":0.01645255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01796320171635271,"score_gpt":0.2462579192292811,"score_spread":0.2282947175129284,"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."}}