{"id":"W4398774838","doi":"10.21203/rs.3.rs-4238038/v1","title":"Long-Term Survival of Liver Transplant Recipients Remains Stagnant; a cohort study on the evolution of cause-specific mortality.","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Life expectancy; Malignancy; Liver transplantation; Demography; Mortality rate; Cohort; Population; Cause of death; Transplantation; Gerontology; Internal medicine; Disease","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":[0.00182051,0.000352725,0.0003301949,0.0007330638,0.0006371663,0.00108047,0.0005121991,0.0007532688,0.001476815],"category_scores_gemma":[0.003693643,0.0003223575,0.0005213569,0.001291023,0.0003435044,0.0008730644,0.0006862051,0.0007355329,0.0005183551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000361205,"about_ca_system_score_gemma":0.0008302587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01703329,"about_ca_topic_score_gemma":0.01216441,"domain_scores_codex":[0.9994326,0.0001876429,0.00004757848,0.0001263909,0.00007110651,0.0001346983],"domain_scores_gemma":[0.9986124,0.0001895456,0.0004039565,0.0003262752,0.000148407,0.0003193414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006000653,0.00007390529,0.9952428,0.00001013645,0.0001936408,0.0001481805,0.0002458823,0.00003996999,0.0003071553,0.00008529289,0.0007278112,0.002325123],"study_design_scores_gemma":[0.00001839388,0.0001440823,0.9985335,0.00001039413,0.0001106176,0.0001609771,0.0002956297,0.00009343621,0.00004954666,0.00007684519,0.00049801,0.000008458136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971438,0.0004885359,0.0001240807,0.0001682909,0.00001635198,0.000006012754,0.001593612,0.000005846035,0.0004534708],"genre_scores_gemma":[0.9974599,0.0003155759,0.0001028579,0.00005259653,0.00002262886,0.00001091698,0.001399337,0.000007720664,0.0006285161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01703329,"threshold_uncertainty_score":0.03386825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1306807585703155,"score_gpt":0.4026127845241706,"score_spread":0.2719320259538551,"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."}}