{"id":"W2108562532","doi":"10.1111/j.1600-6143.2008.02173.x","title":"Kidney and Pancreas Transplantation in the United States, 1997–2006: The HRSA Breakthrough Collaboratives and the 58 DSA Challenge","year":2008,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Health Resources and Services Administration; U.S. Department of Health and Human Services","keywords":"Medicine; Economic shortage; Transplantation; Waiting list; Kidney transplantation; Donation; Pancreas transplantation; Organ donation; Pancreas; Kidney; Intensive care medicine; Internal medicine; Government (linguistics); Economic growth","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":[0.01660468,0.0003559708,0.000691056,0.001156548,0.001728993,0.004688696,0.001523487,0.003558303,0.003771465],"category_scores_gemma":[0.01573676,0.0003506388,0.0008098288,0.002678771,0.001371222,0.00320836,0.006090015,0.005965405,0.0003949164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0072141,"about_ca_system_score_gemma":0.03401558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08735853,"about_ca_topic_score_gemma":0.2015053,"domain_scores_codex":[0.993917,0.001646269,0.000675422,0.0005327131,0.001895427,0.001333075],"domain_scores_gemma":[0.9800593,0.004059399,0.003623782,0.0009511033,0.003195111,0.008111214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009092154,0.0006480795,0.1790383,0.0005821226,0.0003924858,0.000579992,0.002133237,0.001984304,0.0005664879,0.05537189,0.5755128,0.182281],"study_design_scores_gemma":[0.0004968166,0.0002459931,0.3260437,0.001733274,0.0003502447,0.0009684595,0.01091333,0.001474305,0.0008130668,0.0145283,0.6422887,0.0001438295],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08225585,0.03676819,0.0007691255,0.8430164,0.00512042,0.00005151053,0.004542851,0.00006235737,0.02741335],"genre_scores_gemma":[0.7152748,0.05764464,0.005291945,0.1835985,0.01423652,0.0002150619,0.01171633,0.0001141813,0.011908],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08735853,"threshold_uncertainty_score":0.1737001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153306815738806,"score_gpt":0.2532084445196721,"score_spread":0.241675376362284,"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."}}