{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001940792,0.0002450954,0.0003179004,0.0002048986,0.0001930053,0.0006018442,0.0003430016,0.0002669414,0.003034414],"category_scores_gemma":[0.001747812,0.0001210745,0.0002933865,0.0001638851,0.0004552319,0.0005351211,0.0002927171,0.0004808529,0.0003560976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002539077,"about_ca_system_score_gemma":0.0004151899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001708013,"about_ca_topic_score_gemma":0.0002824019,"domain_scores_codex":[0.9994338,0.0002643173,0.00006727975,0.00008456866,0.0001024685,0.00004749105],"domain_scores_gemma":[0.9986706,0.0004098566,0.0005617213,0.0001746494,0.0001045207,0.00007867983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01382581,0.000943279,0.1041611,0.001221037,0.0001512673,0.001796637,0.0003444376,0.0018378,0.6231256,0.001622876,0.001571041,0.2493991],"study_design_scores_gemma":[0.0006130984,0.057469,0.4865567,0.000394013,0.000421918,0.01021554,0.0004611071,0.007861239,0.4156132,0.001183615,0.01912194,0.0000885226],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784308,0.0020494,0.01663939,0.0003681245,0.0001203064,0.0001105371,0.00006707318,0.0001518945,0.002062562],"genre_scores_gemma":[0.9945921,0.000454074,0.004160954,0.0001073628,0.0001257426,0.00006661244,0.0001175334,0.00001312117,0.0003623632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003034414,"threshold_uncertainty_score":0.01026398,"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."}}