{"id":"W4220797054","doi":"10.1007/s10354-022-00918-1","title":"Hospital-acquired infections in a tertiary hospital in Iran before and during the COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Wiener Medizinische Wochenschrift","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Pandemic; Intensive care unit; Incidence (geometry); Infection control; Emergency medicine; Coronavirus disease 2019 (COVID-19); Retrospective cohort study; Intensive care; Transmission (telecommunications); Intensive care medicine; Hospital-acquired infection; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pediatrics; Internal medicine; Infectious disease (medical specialty); Disease","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":[0.0006081165,0.0004697523,0.0005387628,0.000801509,0.001974376,0.001557379,0.0005704366,0.001430221,0.001830253],"category_scores_gemma":[0.001985401,0.0005235706,0.0007947236,0.001307253,0.001028512,0.001066319,0.001383355,0.001964608,0.0001720714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003627454,"about_ca_system_score_gemma":0.006464965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1097752,"about_ca_topic_score_gemma":0.1375976,"domain_scores_codex":[0.9987133,0.0001874467,0.00008671228,0.0001294624,0.000128478,0.0007547483],"domain_scores_gemma":[0.9986566,0.0001083625,0.0003581681,0.00003374629,0.0002177238,0.000625306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000266872,0.0002881122,0.9892089,0.00006436345,0.000060725,0.002526474,0.003300209,0.0001337376,0.0002323471,0.000151392,0.001289372,0.002477559],"study_design_scores_gemma":[0.00001274918,0.0002246654,0.978375,0.00005377211,0.0000302922,0.0006784884,0.01947552,0.0001287098,0.00005688194,0.00009098624,0.000845089,0.00002769932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980762,0.0001901726,0.00003528965,0.0006978217,0.00004765858,0.00002305579,0.0002855177,0.000003334461,0.000640984],"genre_scores_gemma":[0.9988124,0.0002348209,0.00005091659,0.0003135282,0.00005649595,0.0000136805,0.0003102389,0.00000196942,0.0002059665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1097752,"threshold_uncertainty_score":0.2182726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02935468934419386,"score_gpt":0.3304406786547281,"score_spread":0.3010859893105343,"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."}}