{"id":"W1946948198","doi":"10.1111/bju.12960","title":"Hypothermic machine perfusion improves <scp>D</scp> oppler ultrasonography resistive indices and long‐term allograft function after renal transplantation: a single‐centre analysis","year":2014,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; University of Manitoba; Western University","funders":"","keywords":"Machine perfusion; Transplantation; Kidney transplantation; Renal function; Medicine; Kidney; Population; Urology; Perfusion; Cold storage; Internal medicine; Surgery; Cardiology; Biology","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":[0.001234986,0.0002854134,0.0007298625,0.0003402627,0.0001747545,0.0005751725,0.0002334651,0.0002511358,0.001067428],"category_scores_gemma":[0.001345768,0.0001442431,0.0008060153,0.0004664942,0.0003057702,0.0002611786,0.0002882023,0.0002409202,0.0001447145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002423802,"about_ca_system_score_gemma":0.0003016836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004467729,"about_ca_topic_score_gemma":0.0005340804,"domain_scores_codex":[0.9994449,0.0001977463,0.00005297795,0.0001250918,0.0001193054,0.00005999428],"domain_scores_gemma":[0.9989237,0.000201775,0.0004892462,0.000119993,0.000106973,0.0001582822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01465973,0.000517835,0.9505512,0.0001993312,0.001306005,0.0001839732,0.0001179827,0.0003894324,0.01399617,0.00002755965,0.0001480105,0.01790271],"study_design_scores_gemma":[0.0001252122,0.003804719,0.9931017,0.00001426839,0.0005217344,0.0003477249,0.00004951763,0.0004327413,0.0014341,0.00001319037,0.0001457472,0.000009399282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994549,0.0002933927,0.000134321,0.000004653486,0.000003529846,0.000009346407,0.00003567307,0.000002858567,0.00006122843],"genre_scores_gemma":[0.9997837,0.00006048272,0.00006830687,0.000005325864,0.00000617616,0.000004509041,0.00004374967,0.000001109188,0.00002670656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001234986,"threshold_uncertainty_score":0.006531358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005056773941694322,"score_gpt":0.2127227158026162,"score_spread":0.2076659418609219,"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."}}