{"id":"W2520335943","doi":"10.1111/ajt.14049","title":"Preliminary Single-Center Canadian Experience of Human Normothermic Ex Vivo Liver Perfusion: Results of a Clinical Trial","year":2016,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":204,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Canadian Natural Resources","funders":"University of Alberta; Astellas Pharma Canada; Alberta Innovates - Health Solutions; Canadian Donation and Transplantation Research Program","keywords":"Medicine; Machine perfusion; Single Center; Liver transplantation; Bilirubin; Perfusion; Surgery; Liver function; Clinical trial; Ex vivo; Donation; Transplantation; Urology; Internal medicine; In vivo","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004060882,0.000116624,0.0005235287,0.0002582007,0.00002984545,0.000003689662,0.0001320045,0.00006386857,0.000157917],"category_scores_gemma":[0.00005150204,0.00007749495,0.0002391286,0.0001434097,0.0003071626,0.0001385026,0.000002657542,0.0001188714,0.00000169603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004670012,"about_ca_system_score_gemma":0.0002210172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002633879,"about_ca_topic_score_gemma":0.001078373,"domain_scores_codex":[0.9979284,0.0001267404,0.001329833,0.0001391252,0.0003245122,0.000151349],"domain_scores_gemma":[0.9982223,0.0002276116,0.00096608,0.0001516424,0.0002290644,0.0002032896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3530737,0.001992565,0.1789317,0.000778252,0.0002919121,0.001063137,0.02674949,0.000002686136,0.2702782,0.00009084964,0.0005145438,0.1662331],"study_design_scores_gemma":[0.143273,0.06166313,0.4226773,0.004018457,0.001115978,0.002318669,0.002218302,0.00001793666,0.3614347,0.00003055582,0.0007707038,0.000461313],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997187,0.00002542408,0.001375251,0.0004907866,0.0001552779,0.000236156,0.0001080844,0.000008926396,0.0004131052],"genre_scores_gemma":[0.9963549,0.001549956,0.001701417,0.0001417053,0.0001366187,0.000001722807,0.000009425363,0.00001556296,0.00008872434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2437456,"threshold_uncertainty_score":0.3981654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04733524301038144,"score_gpt":0.3493848040563149,"score_spread":0.3020495610459335,"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."}}