{"id":"W4220702795","doi":"10.1002/lt.26456","title":"The fundamentals of sex‐based disparity in liver transplantation: Understanding can lead to change","year":2022,"lang":"en","type":"review","venue":"Liver Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Liver transplantation; Medicine; Lead (geology); Transplantation; Intensive care medicine; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004606431,0.0004549905,0.001119919,0.000521988,0.0002439174,0.00003880455,0.0002666277,0.000230525,0.0003114358],"category_scores_gemma":[0.00000710108,0.0003610054,0.0004062702,0.0007223058,0.00009450865,0.0001211275,0.00001034328,0.0005252447,0.00001100307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005964811,"about_ca_system_score_gemma":0.0002328021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006224085,"about_ca_topic_score_gemma":0.001786612,"domain_scores_codex":[0.9972539,0.0003198374,0.0009215013,0.0004904131,0.0006249961,0.0003893566],"domain_scores_gemma":[0.9984826,0.0007290241,0.0002994199,0.000331488,0.00002774646,0.0001297655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001510068,0.0005982094,0.002386645,0.4231817,0.0004471569,0.004003042,0.02131669,0.00001662494,0.0000146656,0.002167989,0.0001505371,0.5442067],"study_design_scores_gemma":[0.01186413,0.003211397,0.0157682,0.07452268,0.02477692,0.003127756,0.003931195,0.0003849391,0.002671196,0.0002393668,0.8554878,0.004014413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004336038,0.9789597,0.009462737,0.0005251153,0.0004283784,0.006353593,0.002640912,0.0001972669,0.0009987367],"genre_scores_gemma":[0.004955613,0.9910394,0.0004879165,0.0003790217,0.00007359897,0.0005614501,0.002318875,0.00007370499,0.0001104342],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8553373,"threshold_uncertainty_score":0.9998842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1612174075805954,"score_gpt":0.355158467285682,"score_spread":0.1939410597050866,"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."}}