{"id":"W4392015769","doi":"10.1016/j.ajt.2024.02.018","title":"Geographic disparities in access to liver transplant for advanced cirrhosis: Time to ring the alarm!","year":2024,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Cancer Institute; National Institute on Alcohol Abuse and Alcoholism; National Health and Medical Research Council; Medical Research Council; University of Sydney; U.S. Department of Veterans Affairs","keywords":"Medicine; Decompensation; Cirrhosis; Liver transplantation; Intensive care medicine; Liver disease; Hepatocellular carcinoma; Transplantation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005002031,0.0003935529,0.001256604,0.0008277841,0.001419557,0.003759112,0.001292742,0.00615927,0.01848206],"category_scores_gemma":[0.01845892,0.0003750839,0.001066367,0.001817217,0.001824099,0.008219646,0.002697697,0.009069656,0.002528048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001669075,"about_ca_system_score_gemma":0.006469843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02985756,"about_ca_topic_score_gemma":0.05158199,"domain_scores_codex":[0.9980914,0.0006672369,0.0001820144,0.0002177488,0.0003716193,0.0004699414],"domain_scores_gemma":[0.9823312,0.005905748,0.002911764,0.0007776241,0.003205469,0.004868202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003760288,0.0002493454,0.09863199,0.0008889836,0.0002803413,0.0003274162,0.001467401,0.0003133633,0.000348693,0.01203766,0.736121,0.1489579],"study_design_scores_gemma":[0.0003485834,0.000384246,0.3766461,0.00624323,0.0008250524,0.0006739213,0.02805442,0.0009755852,0.0003038024,0.04998064,0.5352322,0.0003322522],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01093525,0.02891778,0.0003143732,0.9517041,0.00549386,0.000005933996,0.0008641978,0.00004787865,0.001716707],"genre_scores_gemma":[0.315155,0.07700374,0.003876659,0.5386383,0.05623294,0.0001086155,0.00309721,0.0001555658,0.005731991],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02985756,"threshold_uncertainty_score":0.06182867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059150183228927,"score_gpt":0.2853121836439728,"score_spread":0.2747206818116835,"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."}}