{"id":"W3201733082","doi":"10.1503/cmaj.211143","title":"Lung transplantation for acute COVID-19: the Toronto Lung Transplant Program experience","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Nasal cannula; Medicine; Pneumonia; Coronavirus disease 2019 (COVID-19); Lung transplantation; Lung; Cannula; Mechanical ventilation; 2019-20 coronavirus outbreak; Intensive care medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Oxygen therapy; Lung disease; Anesthesia; Surgery; Internal medicine; Pathology; Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0003051086,0.0003701298,0.0001619797,0.0003476448,0.002814011,0.001067539,0.0004416714,0.0007311051,0.004359937],"category_scores_gemma":[0.0008308783,0.0001886407,0.0002169582,0.0008962905,0.0007801243,0.0005736265,0.001372945,0.001062243,0.0003462815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004409839,"about_ca_system_score_gemma":0.00413293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07583186,"about_ca_topic_score_gemma":0.2604724,"domain_scores_codex":[0.9995302,0.00004917877,0.00002916626,0.00003428664,0.0000884773,0.0002685796],"domain_scores_gemma":[0.9988681,0.00005117711,0.0001017317,0.00002140867,0.00007838611,0.0008793446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002237866,0.000593032,0.8138135,0.0001687417,0.00006252733,0.1426022,0.006032543,0.0004075211,0.002363075,0.0009713926,0.01044071,0.02232093],"study_design_scores_gemma":[0.00003554683,0.0007945676,0.8541129,0.0002615587,0.00003408342,0.1228238,0.01168302,0.0005124622,0.0004121058,0.0003180455,0.008969144,0.00004283712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788424,0.001947838,0.0002404779,0.00472856,0.0001406001,0.00006295674,0.0002494027,0.00001589044,0.01377188],"genre_scores_gemma":[0.9968852,0.00102614,0.000118981,0.0004910445,0.00009969126,0.000006967111,0.0001816482,0.000006258832,0.001183961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07583186,"threshold_uncertainty_score":0.1507809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01731299545273364,"score_gpt":0.3696816471822507,"score_spread":0.352368651729517,"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."}}