{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001517092,0.00004551831,0.0003002475,0.00008330958,0.00004052639,8.169821e-7,0.00001617732,0.00002784992,0.00003248756],"category_scores_gemma":[0.000007330696,0.00004029389,0.00002048927,0.00008687501,0.00002130029,0.00001879148,0.000009779484,0.00004310729,2.588421e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007894317,"about_ca_system_score_gemma":0.0001070292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008573128,"about_ca_topic_score_gemma":0.00018855,"domain_scores_codex":[0.999352,0.0001532575,0.0001945627,0.00009109619,0.000119581,0.00008954747],"domain_scores_gemma":[0.9996228,0.0001055643,0.000193747,0.00003149674,0.00002113113,0.00002523135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005924274,0.0001987907,0.9924652,0.0001981699,0.0001015335,0.00001889346,0.002787743,1.471593e-7,0.000003919247,0.00002223757,0.00004267135,0.004101431],"study_design_scores_gemma":[0.001667251,0.0006034494,0.9966536,0.00002515226,0.0001930145,0.000008510987,0.0002089965,0.00001582032,0.0005403014,0.00002756738,0.00002721172,0.0000291179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986752,0.000453198,0.000001456745,0.0004909026,0.000009076367,0.0002037559,0.0001434285,0.000003079285,0.00001986224],"genre_scores_gemma":[0.9993227,0.0003871193,0.00004217466,0.00009724696,0.000005295275,0.00004341508,0.00009295966,0.000004120565,0.000004982532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004188387,"threshold_uncertainty_score":0.1643137,"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."}}