{"id":"W2010337516","doi":"10.1007/s40472-014-0040-7","title":"Breaking the Ice: Early Clinical Results Using Hypothermic Machine Liver Preservation","year":2015,"lang":"en","type":"article","venue":"Current Transplantation Reports","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Transplant surgery; Machine perfusion; Ex vivo; Liver transplantation; Cold storage; Transplantation; Donation; Intensive care medicine; Surgery; In vivo; Hepatology; Biotechnology; 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":[0.001472494,0.0006408252,0.0008387299,0.0003933652,0.0004679343,0.001516895,0.0004743442,0.0007413194,0.003975124],"category_scores_gemma":[0.002983511,0.0001151354,0.0005781471,0.0003947297,0.0009752538,0.001469231,0.00060049,0.001458856,0.0007120459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003448144,"about_ca_system_score_gemma":0.0003077812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002118947,"about_ca_topic_score_gemma":0.0002179819,"domain_scores_codex":[0.9995087,0.0001950663,0.00005972938,0.00005876043,0.00008068264,0.00009710054],"domain_scores_gemma":[0.9986224,0.0006411267,0.0001652705,0.0002290622,0.0001628786,0.0001792612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0785939,0.009781831,0.1018409,0.00131369,0.0008589851,0.009794096,0.001532398,0.002304287,0.06216634,0.001853175,0.004870587,0.72509],"study_design_scores_gemma":[0.008311023,0.1748688,0.4660915,0.002144383,0.003192308,0.04570159,0.004039417,0.006834584,0.2329237,0.008846576,0.04662162,0.0004243938],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691669,0.01497286,0.006065897,0.0009227332,0.0005110719,0.0002554564,0.0004351506,0.0000985044,0.007571284],"genre_scores_gemma":[0.9939023,0.002895948,0.001369785,0.0004211194,0.0002175742,0.00005760608,0.0003714003,0.00003152925,0.000732746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003975124,"threshold_uncertainty_score":0.01329809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1818141595933862,"score_gpt":0.4042504648090622,"score_spread":0.222436305215676,"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."}}