{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1469381,0.0009180435,0.004256359,0.003039832,0.0009964235,0.003625597,0.001567169,0.002665855,0.005201565],"category_scores_gemma":[0.2916853,0.001183766,0.00505238,0.004043583,0.001419259,0.003274462,0.002975105,0.002204578,0.0007061788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017236,"about_ca_system_score_gemma":0.001685893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001433053,"about_ca_topic_score_gemma":0.001885849,"domain_scores_codex":[0.675913,0.253258,0.03840066,0.01355331,0.01646924,0.002405722],"domain_scores_gemma":[0.792432,0.1562522,0.03206108,0.01359002,0.00462213,0.001042662],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02146619,0.000367561,0.4545936,0.04875441,0.1135089,0.001158782,0.009704076,0.002211106,0.002790711,0.01942449,0.02754777,0.2984724],"study_design_scores_gemma":[0.01821397,0.005121313,0.4151959,0.04919436,0.1294986,0.00450887,0.007098253,0.009794917,0.004964158,0.1006434,0.2551792,0.0005871308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2911419,0.4977025,0.1049038,0.04223067,0.006165459,0.01136563,0.01096552,0.0004068656,0.0351176],"genre_scores_gemma":[0.9207336,0.02183101,0.0153576,0.0229082,0.002364171,0.01223209,0.002279969,0.0001317194,0.002161771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8530619,"threshold_uncertainty_score":0.777092,"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."}}