{"id":"W2934585472","doi":"10.1016/j.jpurol.2019.03.016","title":"Real-time kidney graft perfusion monitoring using infrared imaging during pediatric kidney transplantation","year":2019,"lang":"en","type":"article","venue":"Journal of Pediatric Urology","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto","funders":"","keywords":"Medicine; Kidney transplantation; Perfusion; Kidney; Transplantation; Urology; Radiology; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003841164,0.0002282791,0.0004942989,0.0009502334,0.00009742552,0.00002464801,0.0001538696,0.0001764181,0.0003539262],"category_scores_gemma":[0.0001093352,0.0002045831,0.0002292734,0.0004353758,0.00001991967,0.0003300688,0.00002052078,0.0004904413,0.00004522858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001146594,"about_ca_system_score_gemma":0.0004501935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001873449,"about_ca_topic_score_gemma":7.300373e-8,"domain_scores_codex":[0.9980298,0.0000980163,0.0008400087,0.0002328662,0.0004317005,0.000367551],"domain_scores_gemma":[0.9984145,0.0001102373,0.0006135125,0.0001832578,0.0002410016,0.0004375259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006051103,0.00009148321,0.9258469,0.0004851312,0.00004192035,0.0005157402,0.0004695418,0.00004944171,0.07144417,0.0000035332,0.0003954121,0.00005166861],"study_design_scores_gemma":[0.01348141,0.00109165,0.9455521,0.00008133937,0.006274484,0.007773316,0.0001197173,0.001100119,0.0234656,0.000144671,0.0002703609,0.000645312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969838,0.0003198757,0.0005379936,0.0005063481,0.0009950664,0.0002303646,0.00001508075,0.00008078467,0.0003306815],"genre_scores_gemma":[0.9722511,0.01696828,0.006566889,0.0002911298,0.003569782,0.000001589751,0.00001902602,0.00006083523,0.0002713529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04797857,"threshold_uncertainty_score":0.8342657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007887390910265052,"score_gpt":0.2606949065378081,"score_spread":0.2528075156275431,"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."}}