{"id":"W2153431972","doi":"10.1093/ndt/gfq388","title":"Barriers to living kidney donation identified by eligible candidates with end-stage renal disease","year":2010,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Kidney donation; End stage renal disease; Donation; Kidney disease; End-stage kidney disease; Disease; Intensive care medicine; Kidney; Kidney transplantation; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002784193,0.0002264208,0.000271049,0.0004315968,0.0002224465,0.00006066173,0.000101806,0.0001548807,0.002101286],"category_scores_gemma":[0.0001256001,0.0002052825,0.00008410947,0.000473695,0.00009698689,0.0003065213,0.000004614878,0.0002731567,0.00009327105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003848017,"about_ca_system_score_gemma":0.0002678045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001817205,"about_ca_topic_score_gemma":0.001472772,"domain_scores_codex":[0.9983652,0.00009166686,0.0003444323,0.0004682501,0.0004289944,0.0003014266],"domain_scores_gemma":[0.9984967,0.0001448515,0.0001083425,0.0002425862,0.0001541132,0.0008534224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003159855,0.0001378277,0.2734445,0.000220969,0.0003195114,0.0001129993,0.003439727,0.0002235705,0.7155271,0.000670179,0.001895448,0.000848283],"study_design_scores_gemma":[0.007435291,0.0005674215,0.8152593,0.0002010718,0.003935452,0.0001379888,0.0001888182,0.002850099,0.1503694,0.0001108385,0.01807907,0.0008652695],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823412,0.00001452101,0.01201765,0.003828502,0.0001808023,0.0005202904,0.000427773,0.0001711763,0.0004980607],"genre_scores_gemma":[0.9896623,0.000105774,0.0007673934,0.005106772,0.0001186423,0.00009964283,0.003328009,0.00003578126,0.0007757221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5651577,"threshold_uncertainty_score":0.9988109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00477296090104267,"score_gpt":0.2401443927148645,"score_spread":0.2353714318138218,"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."}}