{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009925594,0.0001708934,0.0005576119,0.00006448189,0.0001373841,0.000009303729,0.0001598598,0.000066263,0.0003850066],"category_scores_gemma":[0.001073784,0.0001006144,0.0000742022,0.0001904329,0.0001237096,0.00004462848,0.000008512722,0.0001874394,0.00002293605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004651614,"about_ca_system_score_gemma":0.0001817802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003067893,"about_ca_topic_score_gemma":0.00003098746,"domain_scores_codex":[0.9986061,0.0001568222,0.0003612988,0.0002871376,0.000308982,0.000279699],"domain_scores_gemma":[0.9981527,0.0008864829,0.00007713673,0.0002874511,0.0000834673,0.0005127218],"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":[0.01219316,0.00005418578,0.0524031,0.005825095,0.000398852,0.0003815464,0.05718745,0.0001942588,0.05739519,0.01468479,0.7884957,0.01078668],"study_design_scores_gemma":[0.01474854,0.001376842,0.03908065,0.0002726304,0.0009304988,0.00009463957,0.0008991541,0.0002311254,0.003686203,0.001137012,0.9372645,0.0002782216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04084866,0.001614607,0.291809,0.6599399,0.0003878205,0.00233222,0.0001246238,0.0002882064,0.002655002],"genre_scores_gemma":[0.2368743,0.0002167922,0.01758,0.7386978,0.005918652,0.0002294823,0.0001002252,0.00005884292,0.0003239246],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.274229,"threshold_uncertainty_score":0.4215552,"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."}}