{"id":"W4382344572","doi":"10.1097/hc9.0000000000000194","title":"Cause-specific mortality among patients with cirrhosis in a population-based cohort study in Ontario (2000–2017)","year":2023,"lang":"en","type":"article","venue":"Hepatology Communications","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Kingston Health Sciences Centre","funders":"","keywords":"Medicine; Cirrhosis; Internal medicine; Liver disease; Alcoholic liver disease; Population; Liver transplantation; Decompensation; Hepatitis C; Cause of death; Gastroenterology; Viral hepatitis; Cumulative incidence; Cohort; Disease; Transplantation","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":[0.0003901219,0.0002846761,0.0003373355,0.0008792253,0.001349364,0.0007165905,0.0006275833,0.0002946808,0.001234677],"category_scores_gemma":[0.001028372,0.0003643309,0.0005475022,0.002684576,0.0004117684,0.0003294572,0.0006787951,0.0003978644,0.0001928737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01036379,"about_ca_system_score_gemma":0.01112283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9403949,"about_ca_topic_score_gemma":0.9675502,"domain_scores_codex":[0.9995326,0.00002937676,0.00004291844,0.00008371469,0.0001632963,0.0001482108],"domain_scores_gemma":[0.998898,0.00003325814,0.0003497139,0.00005486312,0.0004140392,0.0002500064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002873234,0.000008871711,0.9985228,0.00002079821,0.00003097275,0.00005214895,0.000158039,0.00002210224,0.00008565246,0.00001531214,0.0005654073,0.0004892048],"study_design_scores_gemma":[0.00000540921,0.000009849002,0.9992266,0.00001485539,0.00001564025,0.00004433905,0.0001974327,0.00005522948,0.00001347508,0.000006415007,0.0004080809,0.000002694967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876562,0.000583509,0.00008595188,0.0002473759,0.00001544571,0.00005817886,0.01003696,0.00000910918,0.001307274],"genre_scores_gemma":[0.9950951,0.0003770367,0.00008057978,0.00008315995,0.000011035,0.00002959464,0.003857142,0.00000274541,0.0004636326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05960506,"threshold_uncertainty_score":0.1199121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05895163836064837,"score_gpt":0.3049906892495884,"score_spread":0.2460390508889401,"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."}}