{"id":"W2781851206","doi":"10.1016/j.amjsurg.2017.12.015","title":"Retro-peritoneal cooling for kidney preservation from multi-organ cadaver donors","year":2018,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Cadaver; Medicine; Kidney; Organ procurement; Organ donation; Transplantation; Warm ischemia; Organ transplantation; Surgery; Kidney transplantation; Ischemia; Anatomy; Reperfusion injury; Internal medicine","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":[0.001013537,0.0002353767,0.0003015705,0.0002452362,0.0004948576,0.0008979765,0.0004982635,0.0001886494,0.00395732],"category_scores_gemma":[0.001046636,0.00008704237,0.0004837504,0.000225196,0.0005552814,0.0005504956,0.0006031806,0.0007477276,0.0002953604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002438191,"about_ca_system_score_gemma":0.0006801086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002742023,"about_ca_topic_score_gemma":0.0004643797,"domain_scores_codex":[0.9997515,0.00008173611,0.000023743,0.00003852562,0.00004442322,0.00006002356],"domain_scores_gemma":[0.9995784,0.0001133828,0.0001350246,0.00007677713,0.00003406675,0.00006229506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0270702,0.002936678,0.1395661,0.002858275,0.001121819,0.00401955,0.001878239,0.006295209,0.1807129,0.005520873,0.006847563,0.6211727],"study_design_scores_gemma":[0.002887138,0.04264101,0.6659325,0.002045123,0.002297151,0.03715428,0.004408152,0.01157983,0.173787,0.005687342,0.05132903,0.0002514058],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982034,0.006861529,0.006547735,0.000265649,0.0002509697,0.0001551232,0.0001658935,0.00005150244,0.003667552],"genre_scores_gemma":[0.9939622,0.001627671,0.003190927,0.0001901115,0.00009083711,0.0001123359,0.0001867668,0.00002094223,0.0006181821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00395732,"threshold_uncertainty_score":0.01323861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05338904859236516,"score_gpt":0.3224724431092812,"score_spread":0.269083394516916,"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."}}