{"id":"W2135154288","doi":"10.1093/alcalc/agr042","title":"The Rising Tide of Liver Cirrhosis Mortality in the UK: Can its Halt be Predicted?","year":2011,"lang":"en","type":"article","venue":"Alcohol and Alcoholism","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Dundee","keywords":"Cirrhosis; Cohort; Demography; Medicine; Mortality rate; Cohort study; Cause of death; Pediatrics; Surgery; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003377009,0.0001223693,0.0001714691,0.00005210231,0.0001358346,0.00002258217,0.0001252784,0.00006055277,0.00003502962],"category_scores_gemma":[0.00001648909,0.00006930198,0.00007089903,0.0001541718,0.0001331473,0.0001093899,0.00002126429,0.0001540143,0.000001847715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009887582,"about_ca_system_score_gemma":0.00004674118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002978217,"about_ca_topic_score_gemma":0.001058985,"domain_scores_codex":[0.9990059,0.00008675957,0.0002492807,0.0001867507,0.0002609993,0.0002103441],"domain_scores_gemma":[0.9994071,0.0001131119,0.0000794033,0.0002593964,0.00006427082,0.00007672195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003694942,0.0002958598,0.9542521,0.0003113241,0.0006672858,0.0002842493,0.03274527,8.521681e-7,0.001814777,0.006419478,0.000653795,0.002185536],"study_design_scores_gemma":[0.001043764,0.00004933369,0.991982,0.00011286,0.0006766261,0.00002754039,0.000555494,0.00004120256,0.004784257,0.000450082,0.0001935514,0.00008330002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924795,0.001108706,0.000006681064,0.0005484463,0.00006807155,0.0003770971,0.0001209656,0.00001593823,0.005274611],"genre_scores_gemma":[0.9972166,0.001703486,0.0000243463,0.000735241,0.0000759535,0.00002640247,0.00004635644,0.000009538954,0.0001620984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03772991,"threshold_uncertainty_score":0.4502193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08778261683970412,"score_gpt":0.2946492304621995,"score_spread":0.2068666136224954,"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."}}