{"id":"W1606172826","doi":"10.1016/j.juro.2014.02.2128","title":"PD30-05 CURRENT PERSPECTIVES OF UROLOGY INVOLVEMENT IN RENAL TRANSPLANTATION: A SURVEY OF CANADIAN SENIOR RESIDENTS","year":2014,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Urology; Transplantation; Current (fluid); Intensive care medicine; Internal medicine","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":[0.00144113,0.0001673199,0.0002459731,0.001686042,0.002817487,0.001052449,0.0009505547,0.000506395,0.00317639],"category_scores_gemma":[0.004014112,0.0002665091,0.0003489241,0.003045132,0.0007856266,0.0005890457,0.001273336,0.0006904309,0.0003677747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008389164,"about_ca_system_score_gemma":0.01205722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8837994,"about_ca_topic_score_gemma":0.9364518,"domain_scores_codex":[0.9984666,0.0001124968,0.00009623499,0.00008802666,0.0008586056,0.0003779052],"domain_scores_gemma":[0.9927416,0.0003390996,0.001235233,0.00005403462,0.002415425,0.003214555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004169373,0.00009297748,0.9708008,0.0001386049,0.00002647027,0.0001925332,0.008456284,0.00005447328,0.0002607884,0.00009067732,0.008275924,0.01156876],"study_design_scores_gemma":[0.000004456512,0.00006094133,0.979615,0.0000921148,0.000006762914,0.0001759203,0.01423597,0.00008472541,0.0000472864,0.00001123084,0.005648822,0.00001670853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907057,0.0005646318,0.00006148162,0.001967174,0.00003392403,0.00005996864,0.001987457,0.00001243377,0.004607231],"genre_scores_gemma":[0.9949714,0.001375068,0.000223882,0.0008332714,0.0000257819,0.00004297255,0.0009370707,0.000005461482,0.00158511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1162006,"threshold_uncertainty_score":0.2337699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02415055057207488,"score_gpt":0.2809478607453464,"score_spread":0.2567973101732716,"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."}}