{"id":"W2807214917","doi":"10.2215/cjn.13441217","title":"Identifying Outcomes that Are Important to Living Kidney Donors","year":2018,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of British Columbia","funders":"National Health and Medical Research Council; Medical Research Council; Canadian Institutes of Health Research","keywords":"Medicine; Psychosocial; Donation; Kidney transplantation; Nephrectomy; Family medicine; Demography; Transplantation; Kidney; Surgery; Internal medicine; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0009807274,0.00009870343,0.000618731,0.00004731832,0.00007217166,0.00000773686,0.0002417062,0.00006660634,0.00008263131],"category_scores_gemma":[0.0004526103,0.00006232318,0.0007101918,0.0002371517,0.0008203501,0.00005639285,0.00006014013,0.000349541,0.00001003094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003079366,"about_ca_system_score_gemma":0.0001398749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002245579,"about_ca_topic_score_gemma":0.00001127085,"domain_scores_codex":[0.9983968,0.0001590687,0.0008561262,0.0001293338,0.0002923505,0.0001663297],"domain_scores_gemma":[0.9971923,0.0005412731,0.001546849,0.000214281,0.0002726545,0.0002326297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002121784,0.000130402,0.9617056,0.00002171496,0.0003878613,0.000005855739,0.0008159029,6.785105e-7,0.004025834,0.00001109942,0.03071097,0.001971893],"study_design_scores_gemma":[0.0007185644,0.0008010884,0.9879469,0.0001370863,0.000240167,0.0001380543,0.00113548,0.000028095,0.000457102,0.00009105066,0.008248361,0.00005805753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521638,0.00002396806,0.001330983,0.04584771,0.0004815113,0.0000931227,0.000004826311,0.000008910594,0.00004515385],"genre_scores_gemma":[0.8687653,0.000393152,0.005342237,0.1250028,0.0003956573,4.946957e-7,4.372571e-7,0.00001200037,0.00008791526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08339854,"threshold_uncertainty_score":0.3022614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0699377218758049,"score_gpt":0.3993295198239467,"score_spread":0.3293917979481418,"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."}}