{"id":"W2801227273","doi":"10.1007/s40472-018-0193-x","title":"DCD Liver Transplant: a Meta-review of the Evidence and Current Optimization Strategies","year":2018,"lang":"en","type":"article","venue":"Current Transplantation Reports","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Machine perfusion; Medicine; Extracorporeal membrane oxygenation; Intensive care medicine; Liver transplantation; Donation; Transplantation; Surgery","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":[0.01389425,0.002396965,0.01457432,0.003958561,0.0004311315,0.003956875,0.001933766,0.001523876,0.004936481],"category_scores_gemma":[0.0296964,0.001112597,0.03053823,0.00613312,0.00054917,0.002062207,0.001607406,0.002538623,0.0003700945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00254243,"about_ca_system_score_gemma":0.003222565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004857097,"about_ca_topic_score_gemma":0.01032963,"domain_scores_codex":[0.991127,0.003834305,0.002748438,0.001044035,0.0009689021,0.0002772808],"domain_scores_gemma":[0.9803166,0.01517967,0.002950605,0.0006112474,0.0007244138,0.0002175726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005244244,0.0000640386,0.008076472,0.2810414,0.6533954,0.00007532707,0.00006512465,0.001167697,0.0002249511,0.0004267264,0.001524305,0.04869435],"study_design_scores_gemma":[0.001016223,0.0002356677,0.005729757,0.03502717,0.9527306,0.0001137942,0.00005649609,0.0002516904,0.0001340389,0.0006315161,0.004042123,0.00003095016],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002493579,0.9959989,0.0003730204,0.0003023115,0.0001131786,0.00006243271,0.0004243364,0.000009574347,0.0002227038],"genre_scores_gemma":[0.1146397,0.8794246,0.00221223,0.001608411,0.000487648,0.0002427057,0.001159322,0.00004516152,0.0001802436],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01457432,"threshold_uncertainty_score":0.07348067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07329243209742146,"score_gpt":0.354982531436058,"score_spread":0.2816900993386365,"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."}}