{"id":"W3081027266","doi":"10.1016/s2213-2600(20)30393-3","title":"When to consider lung transplantation for COVID-19","year":2020,"lang":"en","type":"article","venue":"The Lancet Respiratory Medicine","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"Genentech; GlaxoSmithKline; AstraZeneca","keywords":"ARDS; Lung transplantation; Acute respiratory distress; Intensive care unit; Diffuse alveolar damage; Lung; Respiratory failure; Acute respiratory failure; Respiratory system","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":[0.007279899,0.0003623342,0.00158953,0.001156915,0.002308571,0.008286224,0.001315774,0.005898376,0.02938539],"category_scores_gemma":[0.04246251,0.0003306753,0.002175222,0.0007727064,0.002410135,0.006318566,0.002166193,0.0131201,0.006561992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003000506,"about_ca_system_score_gemma":0.009171529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003765847,"about_ca_topic_score_gemma":0.008779159,"domain_scores_codex":[0.9945717,0.001799624,0.0008226049,0.0005416581,0.001313325,0.0009510813],"domain_scores_gemma":[0.9779855,0.00882577,0.002041897,0.0006846781,0.003097602,0.007364623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001006027,0.0005445995,0.0495139,0.001560415,0.0004259273,0.002047667,0.0005896456,0.0003775058,0.0005884538,0.01713763,0.5869001,0.339308],"study_design_scores_gemma":[0.001191606,0.0008534971,0.05721981,0.03023525,0.001158347,0.009452971,0.007918051,0.0009821289,0.001778138,0.1154007,0.7734767,0.0003328336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01625177,0.06781166,0.00283834,0.8249776,0.03614258,0.0001791922,0.001180505,0.0001601603,0.05045823],"genre_scores_gemma":[0.2964015,0.04816902,0.009797414,0.5158883,0.1053419,0.0005953024,0.002675141,0.0004602137,0.02067116],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02938539,"threshold_uncertainty_score":0.09830391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2265474175593072,"score_gpt":0.4440790746961489,"score_spread":0.2175316571368417,"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."}}