{"id":"W2159477731","doi":"10.1097/01.tp.0000296855.44445.af","title":"Outcomes of Dual Adult Kidney Transplants in the United States: An Analysis of the OPTN/UNOS Database","year":2008,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"","keywords":"Dual (grammatical number); Database; Medicine; Computer science; Art","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":[0.001936968,0.0002801073,0.0005585971,0.002007313,0.0003975368,0.001281838,0.0006295288,0.0004769049,0.0009082533],"category_scores_gemma":[0.005707812,0.000257637,0.0005009341,0.003940225,0.0004005005,0.0008769095,0.001276757,0.0006520138,0.0001788071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141669,"about_ca_system_score_gemma":0.001034068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01382675,"about_ca_topic_score_gemma":0.0150397,"domain_scores_codex":[0.9981939,0.0004315663,0.0004690815,0.000319193,0.0003614306,0.0002248752],"domain_scores_gemma":[0.9924285,0.001331397,0.004398837,0.0003428081,0.000628588,0.0008698338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001265598,0.00002636205,0.9979289,0.00003132937,0.00005920775,0.0000807772,0.00005657715,0.00006370787,0.00002881532,0.00001935256,0.0005318942,0.001046438],"study_design_scores_gemma":[0.00002891964,0.00004874782,0.9979377,0.00004636355,0.00006683874,0.0004050271,0.0003864,0.0005546136,0.0000563674,0.0000302808,0.0004323737,0.000006173587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928511,0.0006225775,0.0000616407,0.0001096074,0.000008411086,0.00001356328,0.005959424,0.000007216744,0.0003663756],"genre_scores_gemma":[0.9906001,0.0003832612,0.0001556411,0.0001192783,0.00001628566,0.00003187157,0.008623068,0.000005315921,0.00006506302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01382675,"threshold_uncertainty_score":0.02749258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.035775667510226,"score_gpt":0.3136630007425344,"score_spread":0.2778873332323084,"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."}}