{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006614609,0.0002785935,0.0003130002,0.0004165525,0.0002393009,0.00132855,0.0004798033,0.0006530866,0.003315102],"category_scores_gemma":[0.02064933,0.000135129,0.0005354903,0.0004828288,0.001521972,0.001067383,0.001188393,0.0008055976,0.00009169454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002980225,"about_ca_system_score_gemma":0.002511508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003373132,"about_ca_topic_score_gemma":0.002052689,"domain_scores_codex":[0.9948859,0.004154589,0.0001124945,0.0001873114,0.0004094467,0.0002503285],"domain_scores_gemma":[0.9879958,0.009595701,0.001386199,0.0002854286,0.0004265844,0.0003102529],"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":[0.002296532,0.0005340397,0.06997296,0.001399739,0.0008216708,0.0008650701,0.00106472,0.3504019,0.002578194,0.3788932,0.002768528,0.1884034],"study_design_scores_gemma":[0.0005188904,0.001885582,0.07082033,0.001216485,0.000565455,0.001392391,0.001600814,0.251162,0.004134259,0.6451455,0.02142762,0.000130649],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7929577,0.007135839,0.09575826,0.01488885,0.0002083117,0.0002944321,0.000726771,0.00003033605,0.08799955],"genre_scores_gemma":[0.9956146,0.0004906123,0.002869339,0.0001493422,0.00001875581,0.00003286471,0.00003423652,0.000003001645,0.0007872106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006614609,"threshold_uncertainty_score":0.03498185,"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."}}