{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002642723,0.0002814709,0.000382259,0.0000365426,0.00009815356,0.00004119871,0.0003842256,0.0002606651,0.0002876589],"category_scores_gemma":[0.001296669,0.0002391064,0.00006789531,0.0002042592,0.0002638815,0.00001094313,0.0001442444,0.0002299482,0.0000207486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001107008,"about_ca_system_score_gemma":0.000361624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001350507,"about_ca_topic_score_gemma":0.0006892693,"domain_scores_codex":[0.9975703,0.0001777937,0.0004563159,0.0006140962,0.0006789814,0.000502479],"domain_scores_gemma":[0.9987532,0.0000587332,0.0001850659,0.0003163991,0.00008546154,0.0006011346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001095092,0.001054712,0.8388612,0.0001788616,0.0002666074,0.00004653896,0.0002076591,0.00002771319,0.1480973,0.00002113102,0.009746834,0.0003964001],"study_design_scores_gemma":[0.01100413,0.002112204,0.9035889,0.0003844503,0.000119752,0.000002234754,0.0000928926,0.0001679538,0.01221659,0.00007882775,0.06910469,0.001127375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962806,0.0002787315,0.0003752189,0.002230645,0.00006942134,0.0004402893,0.0001249881,0.00004253163,0.0001575885],"genre_scores_gemma":[0.9962677,0.00005818632,0.00009342923,0.002786533,0.00009824103,0.00002195622,0.0004513778,0.00005188839,0.0001706327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1358807,"threshold_uncertainty_score":0.9750478,"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."}}