{"id":"W2801834330","doi":"10.1097/mot.0000000000000524","title":"Ex-vivo machine perfusion for kidney preservation","year":2018,"lang":"en","type":"review","venue":"Current Opinion in Organ Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Machine perfusion; Ex vivo; Perfusion; Medicine; Kidney; Transplantation; In vivo; Kidney transplantation; Surgery; Radiology; Internal medicine; Biology","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":[0.00101049,0.0007625234,0.001370516,0.001859246,0.000233203,0.001440754,0.0007476121,0.0009491231,0.005502253],"category_scores_gemma":[0.001701329,0.0002259218,0.0007730703,0.001517763,0.000609323,0.001531885,0.0007871384,0.001228835,0.001981806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004762067,"about_ca_system_score_gemma":0.001375468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000608851,"about_ca_topic_score_gemma":0.0006940498,"domain_scores_codex":[0.999562,0.00008619942,0.00008112813,0.0000758565,0.000164956,0.00002989306],"domain_scores_gemma":[0.9991328,0.0004706668,0.0001584118,0.00002636131,0.00017295,0.00003886693],"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":[0.0001191106,0.00007127343,0.0003652648,0.06227501,0.000175805,0.0002286444,0.00007424011,0.0004984771,0.003457987,0.003965188,0.02416707,0.9046019],"study_design_scores_gemma":[0.00002301302,0.0001636698,0.001713463,0.01412471,0.0003532451,0.002636928,0.0001105788,0.0002289548,0.002877002,0.002531348,0.9751975,0.00003972538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001357265,0.9983387,0.0002405506,0.0002086892,0.0002946773,0.000006977184,0.00002143671,0.000008050073,0.0007451831],"genre_scores_gemma":[0.00118436,0.9977691,0.0002374944,0.0001751643,0.0002772545,0.00001024624,0.00003686514,0.000003293254,0.0003063252],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005502253,"threshold_uncertainty_score":0.01840687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1108128733753399,"score_gpt":0.4227481166008504,"score_spread":0.3119352432255105,"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."}}