{"id":"W4402554743","doi":"10.1097/tp.0000000000005202","title":"Living Donor Exchange Program in Kidney Transplantation: An Underexploited Organ Resource","year":2024,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organ transplantation; Medicine; Transplantation; Kidney transplantation; Kidney; Resource (disambiguation); Intensive care medicine; Surgery; Computer science; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005469539,0.0004982544,0.00074521,0.0006462904,0.0007518901,0.003129714,0.001979448,0.00189138,0.01380914],"category_scores_gemma":[0.007475643,0.0002470196,0.0006945828,0.001812383,0.001081565,0.003733224,0.002003222,0.001985051,0.0006936904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002183186,"about_ca_system_score_gemma":0.006460201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00985965,"about_ca_topic_score_gemma":0.01226931,"domain_scores_codex":[0.9975067,0.001456988,0.0001033857,0.0002188759,0.0004578817,0.0002562369],"domain_scores_gemma":[0.993416,0.00426227,0.0005365885,0.0001528787,0.0007295467,0.0009028529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007206583,0.0006742128,0.02358417,0.004144457,0.0001607608,0.0006090516,0.0003875609,0.05742505,0.0006203085,0.09786965,0.04217094,0.7716333],"study_design_scores_gemma":[0.0008903982,0.002612767,0.03680849,0.01489112,0.0005886877,0.001993005,0.00453323,0.1435424,0.002909792,0.1472564,0.6436114,0.0003623496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1590837,0.4876439,0.04493679,0.2493,0.004899557,0.0005026271,0.001937944,0.000409715,0.05128575],"genre_scores_gemma":[0.5937549,0.3497075,0.03358592,0.01146299,0.003981181,0.000241222,0.001266681,0.0002060731,0.005793521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01380914,"threshold_uncertainty_score":0.04619616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02357160123694151,"score_gpt":0.299140529057046,"score_spread":0.2755689278201045,"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."}}