{"id":"W3170413903","doi":"10.1016/j.cjco.2021.05.017","title":"Postoperative Nosocomial COVID-19 Infection in Cardiac Surgery: An Uncommon Event With High Mortality Rate","year":2021,"lang":"en","type":"article","venue":"CJC Open","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"McGill University Health Centre","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Cardiac surgery; Mortality rate; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Infection rate; 2019-20 coronavirus outbreak; Event (particle physics); Intensive care medicine; Internal medicine; Emergency medicine; Virology; Surgery; Infectious disease (medical specialty); Outbreak; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005288293,0.0005094,0.0004177291,0.0007060627,0.001174756,0.0008355069,0.0004674361,0.001241631,0.002409777],"category_scores_gemma":[0.003524514,0.0002464271,0.0004309739,0.0006043988,0.0006940293,0.0007414087,0.0008462424,0.0009672743,0.000589133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000364143,"about_ca_system_score_gemma":0.00066711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008088397,"about_ca_topic_score_gemma":0.0008563563,"domain_scores_codex":[0.9990528,0.0001560695,0.0001799187,0.0001599398,0.0001658909,0.0002853132],"domain_scores_gemma":[0.9965568,0.0004813983,0.001625409,0.0003790938,0.0002877895,0.0006696086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000111405,0.0001058926,0.9614498,0.00008967988,0.00004516748,0.0309894,0.0003244642,0.00006697281,0.0008421677,0.000122338,0.0007524941,0.005100302],"study_design_scores_gemma":[0.00002373903,0.0006245565,0.6965018,0.0002158146,0.0001218569,0.294193,0.002443171,0.0008035303,0.001636533,0.0004571458,0.002929128,0.00004974061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934854,0.001863911,0.001194507,0.0003313187,0.0001355589,0.00004248587,0.00009638266,0.00004285349,0.002807513],"genre_scores_gemma":[0.9987805,0.0004618657,0.000219501,0.0001134122,0.0001461476,0.00001258462,0.0000835377,0.000007516091,0.0001750367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002409777,"threshold_uncertainty_score":0.008061528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09369038115952691,"score_gpt":0.435144277744534,"score_spread":0.341453896585007,"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."}}