{"id":"W3156466892","doi":"10.1016/j.ekir.2021.03.739","title":"POS-707 USE OF HYPOTHERMIC MACHINE PERFUSION IN KIDNEY TRANSPLANTATION","year":2021,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre Hospitalier Universitaire de Sherbrooke; Centre hospitalier universitaire de Québec; Université de Montréal","funders":"","keywords":"Machine perfusion; Medicine; Kidney transplantation; Perfusion; Transplantation; Incidence (geometry); Cold storage; Kidney; Kidney transplant; Surgery; Urology; 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":[0.001545416,0.0001579346,0.0003645548,0.0005535263,0.0003408057,0.00115745,0.0002798391,0.0003359781,0.0044674],"category_scores_gemma":[0.003386897,0.0001089646,0.0004551996,0.001061683,0.0003259239,0.0005300584,0.0004897679,0.001033375,0.0005782298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004400822,"about_ca_system_score_gemma":0.0008840868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008156329,"about_ca_topic_score_gemma":0.001122523,"domain_scores_codex":[0.998866,0.0003807382,0.0002077145,0.0000937707,0.0002595049,0.0001924043],"domain_scores_gemma":[0.9971173,0.000703935,0.001402135,0.00009546242,0.0002142401,0.0004669427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001130254,0.0004166104,0.925482,0.0006951216,0.0002839236,0.001032317,0.0001499657,0.0002072674,0.0005864502,0.0006350603,0.002125019,0.06725606],"study_design_scores_gemma":[0.00007527797,0.001073992,0.9750767,0.0007952307,0.0004140425,0.005819511,0.0006915699,0.0006949507,0.000985092,0.001596972,0.01273929,0.00003739649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480765,0.0386009,0.0009891357,0.001708822,0.0003731115,0.0000398563,0.0007236958,0.00002072491,0.009467248],"genre_scores_gemma":[0.989684,0.008341503,0.0002841573,0.0003389666,0.0003218435,0.00002140219,0.0005756724,0.000006344734,0.000426163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0044674,"threshold_uncertainty_score":0.01494491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448907090238016,"score_gpt":0.2946014597664727,"score_spread":0.2701123888640925,"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."}}