{"id":"W2038919639","doi":"10.1097/tp.0000000000000533","title":"Willingness of Directed Living Donors and Their Recipients to Participate in Kidney Paired Donation Programs","year":2015,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Kidney donation; Donation; Organ donation; Medicine; Kidney; Kidney transplantation; Family medicine; Internal medicine; Transplantation; Economics; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003232029,0.0001077143,0.0001797954,0.0001831433,0.00002171633,0.00001226646,0.00003067901,0.00006179848,0.000009936407],"category_scores_gemma":[0.00006942134,0.00009468062,0.00002213201,0.0003962643,0.0000256742,0.0001533656,0.000002666518,0.0000634773,0.000004773251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000402493,"about_ca_system_score_gemma":0.00006051818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002049878,"about_ca_topic_score_gemma":0.0003769381,"domain_scores_codex":[0.9991138,0.00007118307,0.0003037724,0.00018203,0.000190136,0.0001390873],"domain_scores_gemma":[0.9994691,0.0000568457,0.00006453273,0.00007595024,0.0001374583,0.0001961008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001154427,0.0003282148,0.9200943,0.0005441924,0.00003661609,0.00001254099,0.04438926,0.0001252837,0.01325381,0.0001308305,0.00001473622,0.01991577],"study_design_scores_gemma":[0.002995195,0.0003072116,0.9735925,0.001165234,0.0000838346,0.00002351242,0.0004452643,0.002565451,0.01851678,0.0001013897,0.00006469679,0.0001390033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958445,0.00002157933,0.002647632,0.0004689597,0.0001079883,0.0005158028,0.00002113422,0.00008789518,0.0002844639],"genre_scores_gemma":[0.9984187,0.0001514598,0.0008778558,0.000152447,0.00001995043,0.00004012961,0.0002843087,0.00001476124,0.00004034934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05349812,"threshold_uncertainty_score":0.3860964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04612292288555127,"score_gpt":0.2810102031614232,"score_spread":0.2348872802758719,"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."}}