{"id":"W2950222920","doi":"10.1002/lt.25584","title":"Transient Cold Storage Prior to Normothermic Liver Perfusion May Facilitate Adoption of a Novel Technology","year":2019,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Medical Research Council","keywords":"Medicine; Machine perfusion; Perfusion; Cold storage; Liver transplantation; Surgery; Clinical endpoint; Adverse effect; Prospective cohort study; Anastomosis; Transplantation; Anesthesia; Internal medicine; Randomized controlled trial","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":[0.0001246685,0.0001920296,0.0003163031,0.00043184,0.00004395436,0.00000747992,0.00009877168,0.000183242,0.000311403],"category_scores_gemma":[0.000003558662,0.0001775313,0.0001116537,0.0003618978,0.00004486103,0.0001330285,0.000005140877,0.0001621412,0.0001622252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006785678,"about_ca_system_score_gemma":0.00005048578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009461695,"about_ca_topic_score_gemma":0.00003866842,"domain_scores_codex":[0.9987628,0.00002372416,0.00036703,0.0003235566,0.0003061223,0.0002167044],"domain_scores_gemma":[0.9994227,0.0000440408,0.00008796684,0.0002335977,0.0001221934,0.00008944279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001707499,0.0004208738,0.01292698,0.004150041,0.00004719414,0.000102786,0.008851723,0.0002015651,0.9651425,0.00135936,0.00003802119,0.005051428],"study_design_scores_gemma":[0.008322702,0.002293245,0.4326403,0.001177705,0.0007188065,0.0003884445,0.0006466718,0.001783732,0.5493773,0.00001217427,0.002086613,0.0005523458],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9361098,0.00009970357,0.06112061,0.0003895636,0.0001030717,0.001310739,0.0001954974,0.0001783309,0.0004926752],"genre_scores_gemma":[0.9836974,0.002111114,0.01276363,0.0002720228,0.00001741268,0.00002900516,0.0001352633,0.00002961671,0.0009445547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4197133,"threshold_uncertainty_score":0.7239516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578183364822227,"score_gpt":0.2479325996805558,"score_spread":0.2321507660323335,"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."}}