{"id":"W4307066156","doi":"10.57603/ejt-005","title":"THE PRESENT AND FUTURE OF EX-VIVO LUNG PERFUSION","year":2022,"lang":"en","type":"article","venue":"European Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Lung transplantation; Lung; Intensive care medicine; Transplantation; Limiting; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008370133,0.0005929586,0.0009921734,0.0007589253,0.0003180126,0.003350872,0.001436901,0.002278314,0.009549895],"category_scores_gemma":[0.00354872,0.0003130014,0.0007244691,0.0005057199,0.003014114,0.005913535,0.00137038,0.003594934,0.002408738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008298493,"about_ca_system_score_gemma":0.001293656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003466503,"about_ca_topic_score_gemma":0.0004403699,"domain_scores_codex":[0.9987628,0.0006126144,0.00006677641,0.0001800461,0.0002596405,0.00011799],"domain_scores_gemma":[0.9958935,0.002148863,0.0002570049,0.0004567176,0.0006046631,0.0006392224],"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":[0.001929058,0.0007533293,0.003997196,0.004918426,0.0001169306,0.0006469268,0.0004623693,0.00183937,0.0413312,0.05690451,0.02773479,0.8593658],"study_design_scores_gemma":[0.0001593837,0.003409923,0.007070287,0.003344215,0.0001655255,0.004558188,0.00105959,0.005632923,0.02742915,0.07187309,0.8751351,0.0001625347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01037404,0.9226354,0.02766018,0.02549177,0.002074929,0.00005139285,0.0002407679,0.0003333016,0.0111382],"genre_scores_gemma":[0.1591202,0.7686005,0.04009208,0.01452272,0.007273652,0.000356663,0.0007116507,0.0002320038,0.009090439],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009549895,"threshold_uncertainty_score":0.04426599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331989392657223,"score_gpt":0.2758398195412798,"score_spread":0.2625199256147076,"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."}}