{"id":"W2033237231","doi":"10.7182/prtr.19.4.e227513768045169","title":"Development of a survey to identify barriers to living donation in kidney transplant candidates","year":2009,"lang":"en","type":"article","venue":"Progress in Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Kidney donation; Kidney transplant; Donation; Family medicine; Organ donation; Kidney transplantation; Gerontology; Intensive care medicine; Transplantation; Internal medicine","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":[0.0007517618,0.0001610579,0.0002626331,0.000832556,0.00004291352,0.00002090008,0.0000899876,0.00008905836,0.0000614324],"category_scores_gemma":[0.00008539773,0.0001676649,0.00002998431,0.0008551668,0.00001702215,0.0001688737,0.000002358135,0.0001207855,0.00001301331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001204084,"about_ca_system_score_gemma":0.0002346199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000914969,"about_ca_topic_score_gemma":0.002904446,"domain_scores_codex":[0.9983233,0.00009712022,0.0006314703,0.0002995191,0.0004010701,0.0002474755],"domain_scores_gemma":[0.9993499,0.00007726222,0.00006922159,0.0001002549,0.00009653981,0.0003068131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001299639,0.0001999131,0.9278837,0.0004598929,0.00001796025,0.00004653755,0.03923644,0.000116614,0.01030389,0.00008197279,0.000008115278,0.02034535],"study_design_scores_gemma":[0.001432906,0.0001234244,0.9623037,0.001610576,0.00003021348,0.00001564281,0.00013364,0.0002166218,0.03392101,0.00001430374,0.00003117427,0.0001667677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936124,0.00005185274,0.004461328,0.0006857485,0.00007650226,0.0008495447,0.00008489825,0.00004010093,0.000137643],"genre_scores_gemma":[0.991606,0.00006705877,0.007170877,0.0004778194,0.00001234469,0.00006353779,0.0005763963,0.00001457012,0.00001142177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0391028,"threshold_uncertainty_score":0.6837175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02110751773646713,"score_gpt":0.3224545964339576,"score_spread":0.3013470786974905,"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."}}