{"id":"W2604856679","doi":"10.1111/tri.12964","title":"Early experience with hypothermic machine perfusion of living donor kidneys - a retrospective study","year":2017,"lang":"en","type":"article","venue":"Transplant International","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"London Health Sciences Centre","keywords":"Machine perfusion; Medicine; Renal function; Perfusion; Creatinine; Urology; Kidney; Kidney transplantation; Anesthesia; Transplantation; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006628399,0.0002590268,0.0003770767,0.0007016624,0.0004823596,0.000579181,0.0003400673,0.00037417,0.001539647],"category_scores_gemma":[0.001627072,0.0002499791,0.0006325476,0.0007838779,0.0004373688,0.0005849991,0.0004818242,0.0005567789,0.0002798815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002980531,"about_ca_system_score_gemma":0.0003273242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008620516,"about_ca_topic_score_gemma":0.0006465181,"domain_scores_codex":[0.999466,0.0001110324,0.00008878233,0.0001240938,0.0001037849,0.0001062912],"domain_scores_gemma":[0.9983524,0.0002822398,0.000633447,0.0001607875,0.0001484704,0.0004225651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001714502,0.00008644487,0.9929925,0.00003254203,0.00005299364,0.002540635,0.0003042781,0.00005769437,0.000589885,0.00004500987,0.00007006911,0.003056529],"study_design_scores_gemma":[0.0000100269,0.0008147198,0.9775674,0.00004307069,0.00008860537,0.01825999,0.001141838,0.000201052,0.0005819708,0.00006355499,0.001205801,0.00002198233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989139,0.000553236,0.0001552184,0.00001789147,0.000005136259,0.00000554214,0.00003339582,0.00000191468,0.0003137404],"genre_scores_gemma":[0.9993357,0.0003708028,0.00006846509,0.00002422773,0.00001557431,0.000004958204,0.00007658694,0.000002776906,0.0001008216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001539647,"threshold_uncertainty_score":0.005150616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01559759565670558,"score_gpt":0.2922743630726831,"score_spread":0.2766767674159775,"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."}}