{"id":"W4296340883","doi":"10.1097/01.tp.0000889304.19754.dc","title":"P11.19: System-Level Barriers to Living Donor Kidney Transplantation: A Cross-Sectional Survey Study of Health Professionals","year":2022,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Odds; Cross-sectional study; Likert scale; Odds ratio; Family medicine; Live donor; Referral; Kidney transplantation; Transplantation; Psychology; Logistic regression; Surgery; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006475988,0.0003482832,0.0005044871,0.001433617,0.002473322,0.002014113,0.001012682,0.001034806,0.00398734],"category_scores_gemma":[0.01663269,0.0008345029,0.0007159755,0.003144825,0.001139438,0.001921883,0.001785079,0.001237539,0.0006164611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00370507,"about_ca_system_score_gemma":0.007438561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2085033,"about_ca_topic_score_gemma":0.1535856,"domain_scores_codex":[0.995755,0.001232176,0.0005087975,0.0004115499,0.0009361033,0.00115654],"domain_scores_gemma":[0.988973,0.003868226,0.002781817,0.0003169274,0.002467941,0.001592217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002718214,0.0001200141,0.9648494,0.0002315387,0.00002158441,0.0001319141,0.03119169,0.00002073813,0.0001442737,0.00006119575,0.0007894255,0.00241121],"study_design_scores_gemma":[0.000009264177,0.0002054817,0.8863574,0.0002567782,0.00001492024,0.0002333103,0.1109741,0.0001686415,0.00009279912,0.00004927514,0.001618497,0.00001954059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959399,0.0001568027,0.0002333755,0.0007892526,0.00001544672,0.0002899429,0.001439123,0.000005793283,0.001130547],"genre_scores_gemma":[0.9975939,0.0001952026,0.0002971575,0.0006393084,0.0000116822,0.0004558177,0.0004618173,0.000005685568,0.0003394236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2085033,"threshold_uncertainty_score":0.4145795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05921627153040306,"score_gpt":0.3592233550928783,"score_spread":0.3000070835624752,"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."}}