{"id":"W4220770002","doi":"10.1002/hep.32469","title":"Association between social determinants of health and rates of liver transplantation in individuals with cirrhosis","year":2022,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network; Queen's University","funders":"","keywords":"Liver transplantation; Cirrhosis; Association (psychology); Medicine; Transplantation; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004327787,0.0001122998,0.0001324205,0.0004318249,0.0003662814,0.0004216109,0.0002543397,0.0002010674,0.001104792],"category_scores_gemma":[0.001705399,0.000114666,0.0003286798,0.0005858556,0.0002752631,0.0001752987,0.0004337597,0.0003730966,0.00007934721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009415564,"about_ca_system_score_gemma":0.0008666695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1427029,"about_ca_topic_score_gemma":0.1867025,"domain_scores_codex":[0.9996917,0.00006542065,0.00002583254,0.00005555187,0.00006356705,0.00009789515],"domain_scores_gemma":[0.9990095,0.0001095773,0.0004652052,0.0000710703,0.0001510646,0.0001936259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001247142,0.00000412836,0.9996533,0.000001713103,0.00001173968,0.000005416735,0.00001613772,0.00002020142,0.00001453047,0.000007352343,0.00002424665,0.0002288648],"study_design_scores_gemma":[8.13809e-7,0.000007369403,0.9997899,0.000001739462,0.000005092791,0.00001849047,0.00005060038,0.00007277996,0.000006269272,0.000008975635,0.00003718967,7.169016e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989975,0.0001502614,0.00003991139,0.00006654122,0.000002927171,0.000003395653,0.0003597781,0.000001972774,0.0003776686],"genre_scores_gemma":[0.9997626,0.00002687518,0.00001710713,0.000006570332,0.000002481816,0.000001535066,0.000134345,3.964613e-7,0.00004801535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1427029,"threshold_uncertainty_score":0.2837446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0332613450343074,"score_gpt":0.3159933425344414,"score_spread":0.2827319975001341,"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."}}