{"id":"W4397017980","doi":"10.1097/tp.0000000000005055","title":"Are There Sex-based Differences in Excess Risk of Death With Graft Function After Kidney Transplant?","year":2024,"lang":"en","type":"letter","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Kidney transplant; Kidney transplantation; Medicine; Kidney; Function (biology); Urology; Internal medicine; Biology; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.005952466,0.0002854257,0.0006574797,0.001544262,0.0004058362,0.001380674,0.001093657,0.001325384,0.004586933],"category_scores_gemma":[0.0201054,0.0002386348,0.00157243,0.002428862,0.0007078025,0.001559783,0.0008485852,0.001144759,0.0006428398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004386406,"about_ca_system_score_gemma":0.0005940458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004331667,"about_ca_topic_score_gemma":0.004483523,"domain_scores_codex":[0.9969074,0.0008552486,0.0004620651,0.0007984017,0.0005232824,0.0004536049],"domain_scores_gemma":[0.9891275,0.004094323,0.003988271,0.001082956,0.001115359,0.0005916725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002339936,0.00002022572,0.980738,0.000114534,0.000443344,0.00009544397,0.0002461796,0.00003179086,0.00004754149,0.0004500663,0.001722315,0.01585655],"study_design_scores_gemma":[0.00002670657,0.0001128629,0.9909219,0.0002911428,0.0003371372,0.000669885,0.0007508622,0.0001868259,0.00009074064,0.002041122,0.004545271,0.00002553662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.881391,0.07654411,0.001638702,0.02170614,0.001585096,0.00005297569,0.00763737,0.00004785175,0.00939668],"genre_scores_gemma":[0.9825162,0.008733708,0.0003301132,0.004099495,0.001787078,0.00003161672,0.001982617,0.00002940442,0.0004898728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005952466,"threshold_uncertainty_score":0.03148001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103765029889025,"score_gpt":0.2547842589652747,"score_spread":0.2337466086663844,"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."}}