{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001053335,0.0001844727,0.0002666329,0.0001006275,0.0001121163,0.00004590237,0.0000835447,0.000108919,0.00002953323],"category_scores_gemma":[0.0001037785,0.0001296274,0.0001512371,0.0002198976,0.00007974708,0.0002872953,0.000008335182,0.0003251161,0.00001284612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005232863,"about_ca_system_score_gemma":0.0001794688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002101344,"about_ca_topic_score_gemma":0.00003116103,"domain_scores_codex":[0.9977722,0.0001377076,0.001009918,0.000361364,0.0005124653,0.0002064085],"domain_scores_gemma":[0.9986631,0.0001480307,0.0004211648,0.0003759372,0.0002202483,0.0001715796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003079036,0.0006596901,0.941586,0.001464337,0.0002022137,0.002636217,0.007828101,0.0002186225,0.000998139,0.0008939318,0.001741181,0.03869254],"study_design_scores_gemma":[0.004973846,0.0003530938,0.966135,0.0008091066,0.001323431,0.004899182,0.0001057258,0.003637543,0.005888139,0.0008575089,0.0105451,0.0004722985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9535365,0.0009414176,0.04158343,0.0006533415,0.001199766,0.0009027307,0.00006488047,0.000287721,0.0008301771],"genre_scores_gemma":[0.9940899,0.001905321,0.002906741,0.0002315019,0.000296639,0.00001481388,0.0003745972,0.00003333367,0.000147155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04055336,"threshold_uncertainty_score":0.5286051,"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."}}