{"id":"W4365511422","doi":"10.3389/ti.2023.11206","title":"Representation of Women in Contemporary Kidney Transplant Trials","year":2023,"lang":"en","type":"article","venue":"Transplant International","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary; Canadian Society of Nephrology; Nova Scotia Health Authority; Alberta Kidney Disease Network; Dalhousie University; Health Canada","funders":"","keywords":"Medicine; Representation (politics); Kidney transplant; Nephrology; Kidney transplantation; Internal medicine; Family medicine; Kidney; Law","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":[0.001507622,0.00009300261,0.0004402686,0.0003630667,0.0000141013,0.000005053618,0.0001021485,0.00007729143,0.0003328331],"category_scores_gemma":[0.0002037413,0.00008130632,0.0001157688,0.0003151121,0.00002744374,0.00006646697,0.000004382311,0.0001247185,0.00003365568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101866,"about_ca_system_score_gemma":0.0002327511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003276358,"about_ca_topic_score_gemma":0.00001480136,"domain_scores_codex":[0.9983422,0.0001375525,0.0006777173,0.0002201082,0.0003901692,0.0002323077],"domain_scores_gemma":[0.9991782,0.0003635045,0.00009037046,0.0001342353,0.00006332389,0.0001703436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005305916,0.0002900248,0.9267145,0.0007034817,0.0004780889,0.0007306534,0.02997416,0.00005872591,0.02237858,0.002001437,0.005237237,0.006127176],"study_design_scores_gemma":[0.01362595,0.0004497156,0.9257261,0.001506834,0.00007224652,0.0002373772,0.003399795,0.002208957,0.03763019,0.002733058,0.01208656,0.0003232495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852522,0.00007594286,0.00009799794,0.004590757,0.0007010821,0.0004289705,0.0006984179,0.00007661532,0.008078002],"genre_scores_gemma":[0.9968609,0.000380512,0.0000507562,0.000420565,0.0001356664,0.00006591449,0.001512445,0.00001152876,0.0005616901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02657437,"threshold_uncertainty_score":0.3644289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2328553264044425,"score_gpt":0.4208821231432112,"score_spread":0.1880267967387687,"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."}}