{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001363163,0.0001543681,0.0002955651,0.00005230484,0.0006000141,0.0001201492,0.000164486,0.000293292,0.002376114],"category_scores_gemma":[0.0007845564,0.0001127126,0.0002333733,0.0001752736,0.00004716186,0.000182415,0.000002399715,0.0004769666,0.000004081301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001376949,"about_ca_system_score_gemma":0.005414601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00190698,"about_ca_topic_score_gemma":0.06531667,"domain_scores_codex":[0.9974742,0.0002425748,0.0005103899,0.0002203908,0.001041006,0.0005114495],"domain_scores_gemma":[0.9967855,0.0005925828,0.0001465399,0.0001245574,0.000351911,0.001998952],"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":[0.001098513,0.0004470193,0.5394647,0.001239146,0.004081866,0.01914455,0.07651269,0.00004859643,0.0009494286,0.006415309,0.1129324,0.2376657],"study_design_scores_gemma":[0.01361658,0.0003880993,0.2598825,0.000560463,0.003451566,0.01972373,0.009472536,0.005763202,0.0009509291,0.0003453136,0.6850508,0.0007942781],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2747527,0.006408261,0.2631594,0.4397046,0.006148435,0.003600666,0.001028924,0.0002986772,0.004898363],"genre_scores_gemma":[0.8054827,0.01372095,0.03087803,0.1395,0.005162067,0.0006865092,0.001051428,0.0001108725,0.003407387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5721184,"threshold_uncertainty_score":0.9985359,"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."}}