{"id":"W3150368349","doi":"10.1007/s40472-021-00323-4","title":"Lung Transplant from ECMO: Current Results and Predictors of Post-transplant Mortality","year":2021,"lang":"en","type":"review","venue":"Current Transplantation Reports","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Contraindication; Lung transplantation; Transplantation; Extracorporeal membrane oxygenation; Intensive care medicine; Extracorporeal; Disease; Surgery; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007976236,0.001121346,0.003984127,0.0005097301,0.0001397457,0.00006135166,0.0001869353,0.0005510514,0.00009932656],"category_scores_gemma":[0.00008897316,0.0009210891,0.001318013,0.000519256,0.000220948,0.000221707,0.00001678899,0.001130027,0.000003777982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001000243,"about_ca_system_score_gemma":0.001083799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002049937,"about_ca_topic_score_gemma":0.00009871127,"domain_scores_codex":[0.9920856,0.0005613626,0.003953506,0.001620721,0.001200493,0.0005782603],"domain_scores_gemma":[0.9955767,0.001010392,0.001552982,0.0009669894,0.0003583123,0.0005345714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000616576,0.0009214908,0.06931739,0.2086183,0.002806516,0.006209382,0.004597952,0.000004397942,0.00004801234,0.0001355621,0.0001988899,0.7065255],"study_design_scores_gemma":[0.005627804,0.0003494041,0.1330372,0.2692696,0.07897093,0.009274063,0.00009632576,0.00002156302,0.0004399072,0.00005234973,0.5002758,0.002585022],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01098307,0.9652219,0.002433233,0.00003231345,0.004120345,0.002064899,0.01487124,0.0001670089,0.0001060138],"genre_scores_gemma":[0.004916577,0.946915,0.0006747876,0.00001569721,0.0004295266,0.0001417335,0.04677457,0.000108972,0.00002309916],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7039405,"threshold_uncertainty_score":0.999324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07680406714016469,"score_gpt":0.4061115176166523,"score_spread":0.3293074504764876,"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."}}