{"id":"W3199180667","doi":"10.1016/j.jval.2021.07.012","title":"The Health Value of Kidney Exchange and Altruistic Donation","year":2021,"lang":"en","type":"article","venue":"Value in Health","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Donation; Actuarial science; Robustness (evolution); Value (mathematics); Markov decision process; Quality-adjusted life year; Kidney transplant; Public economics; Kidney transplantation; Transplantation; Economics; Cost effectiveness; Internal medicine; Markov process; Risk analysis (engineering); Statistics; Mathematics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007778677,0.0000582096,0.0001673104,0.00007677964,0.00009382835,0.000007721487,0.00002407402,0.00003065191,0.00002782314],"category_scores_gemma":[0.0003870483,0.00004682512,0.00001878804,0.0002450201,0.00003434252,0.0000275923,0.000007141827,0.0001077838,0.000003133254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001106902,"about_ca_system_score_gemma":0.001136301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222307,"about_ca_topic_score_gemma":0.0001166067,"domain_scores_codex":[0.9989288,0.0002247216,0.0003458523,0.0001367359,0.0002084942,0.0001554108],"domain_scores_gemma":[0.9992989,0.000193655,0.0001189146,0.0001227477,0.00006976917,0.0001960043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0008237463,0.001271076,0.1777425,0.0262838,0.0001567655,0.0001042315,0.03571404,0.0004851373,0.001455522,0.492971,0.01306498,0.2499272],"study_design_scores_gemma":[0.008411082,0.001307364,0.8790064,0.002755258,0.00004583833,0.0003283574,0.001483283,0.02024679,0.002230756,0.007806361,0.07611456,0.0002639692],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5188949,0.02306394,0.002313862,0.44914,0.001292396,0.001777611,0.0001313844,0.00009387137,0.00329198],"genre_scores_gemma":[0.9811315,0.01042292,0.0009914618,0.006958839,0.00007286226,0.000008053056,0.00009328786,0.00001178813,0.0003093116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7012638,"threshold_uncertainty_score":0.2015749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03347727442108214,"score_gpt":0.3163194737621178,"score_spread":0.2828421993410357,"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."}}