{"id":"W2806818208","doi":"10.21037/jtd.2018.04.119","title":"Ex vivo lung perfusion: a potential platform for molecular diagnosis and ex vivo organ repair","year":2018,"lang":"en","type":"review","venue":"Journal of Thoracic Disease","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lung transplantation; Lung; Ex vivo; Transplantation; Intensive care medicine; Surgery; In vivo; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001417621,0.0006556691,0.001143663,0.00275653,0.0002489103,0.001522655,0.0008089114,0.001348028,0.004193814],"category_scores_gemma":[0.001517142,0.0002639682,0.0008483799,0.001575567,0.0007184141,0.001890742,0.0008211296,0.002054988,0.001679143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005530493,"about_ca_system_score_gemma":0.001029215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005533806,"about_ca_topic_score_gemma":0.0009139756,"domain_scores_codex":[0.9995725,0.0001062319,0.00006184836,0.00006040856,0.000167546,0.000031471],"domain_scores_gemma":[0.9990612,0.0006351563,0.00009156104,0.00003421732,0.0001383935,0.00003943613],"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":[0.0000999251,0.0001081262,0.0003366274,0.03095891,0.0001393971,0.0002517006,0.00008946454,0.0003434917,0.003980428,0.008336802,0.0212731,0.934082],"study_design_scores_gemma":[0.00001529535,0.0001633146,0.0007940484,0.005550823,0.0001233849,0.001668624,0.00007200611,0.0001005559,0.001870021,0.002335635,0.987281,0.00002529429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001032021,0.9982369,0.0002610724,0.0003373679,0.0002063735,0.000006961213,0.0000177518,0.000007520566,0.0008228808],"genre_scores_gemma":[0.001021694,0.9976801,0.0003692573,0.0002298533,0.0001990024,0.00001239341,0.00003014602,0.00000250349,0.00045506],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004193814,"threshold_uncertainty_score":0.01402968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04525672720165145,"score_gpt":0.4170198438550872,"score_spread":0.3717631166534357,"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."}}