{"id":"W4414843370","doi":"10.1177/20543581251382333","title":"Barriers and Opportunities to Increase Utilization of Donor Kidneys After Death Determined by Circulatory Criteria Among Children and Adults: A Narrative Review","year":2025,"lang":"en","type":"review","venue":"Canadian Journal of Kidney Health and Disease","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; McMaster University; Health Sciences Centre; Sunnybrook Health Science Centre; Ottawa Hospital; Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; University of Ottawa; St. Joseph’s Healthcare Hamilton; Hospital for Sick Children","funders":"","keywords":"Narrative review; Narrative; Kidney disease; Circulatory system; MEDLINE; Quality of life (healthcare)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002518699,0.0006467298,0.001822486,0.004219956,0.0004132275,0.002100637,0.001067876,0.001435779,0.003473111],"category_scores_gemma":[0.01573209,0.0003724189,0.002010335,0.00491428,0.0005233627,0.001985693,0.001095861,0.001170112,0.000319728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001434074,"about_ca_system_score_gemma":0.008944483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003736902,"about_ca_topic_score_gemma":0.006946755,"domain_scores_codex":[0.9981959,0.000495083,0.0006922294,0.0001632092,0.0003572645,0.00009636005],"domain_scores_gemma":[0.987712,0.00886902,0.002266877,0.00008376879,0.0008860992,0.0001821874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001038873,0.00003098994,0.001977891,0.7350842,0.001223956,0.0005521729,0.0009264805,0.0001602555,0.0002009053,0.002621922,0.02024222,0.236875],"study_design_scores_gemma":[0.00004188201,0.0000943382,0.006064913,0.7685217,0.005783776,0.002418987,0.001732744,0.00007513834,0.0001672926,0.000986589,0.2140649,0.00004778503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003689025,0.9978868,0.00006038962,0.0009858171,0.0001330637,0.00002482345,0.0001038667,0.000003858077,0.0004323215],"genre_scores_gemma":[0.00299419,0.9960865,0.0001437189,0.0005546017,0.00008549377,0.00003596342,0.00005129574,0.00000156049,0.00004666626],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004219956,"threshold_uncertainty_score":0.01332033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460474176143475,"score_gpt":0.3326092098770604,"score_spread":0.3080044681156257,"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."}}