{"id":"W4400589797","doi":"10.21203/rs.3.rs-4612800/v1","title":" Long-Term Survival of Canadian 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":"University Health Network","funders":"","keywords":"Cohort; Term (time); Demography; Liver transplantation; Medicine; Survival analysis; Internal medicine; Transplantation; Sociology","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":[0.001346678,0.0006760619,0.0004433347,0.001576611,0.003117181,0.001740116,0.001470451,0.001009721,0.002653844],"category_scores_gemma":[0.003479411,0.0004166339,0.0007858808,0.0045448,0.0007752414,0.0007100211,0.0009283561,0.001133909,0.0004530892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01890295,"about_ca_system_score_gemma":0.03404073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9882472,"about_ca_topic_score_gemma":0.9883131,"domain_scores_codex":[0.9990038,0.00007605108,0.00004065949,0.0001539389,0.0002748035,0.0004506993],"domain_scores_gemma":[0.9980854,0.00009476121,0.0003890178,0.000170546,0.0006311742,0.0006290706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002601941,0.00004703848,0.9903715,0.00001944565,0.0001184178,0.0001287469,0.0006863239,0.00007778274,0.0001953628,0.0001944672,0.003375971,0.004524801],"study_design_scores_gemma":[0.00001211808,0.00002420615,0.9978436,0.00001799047,0.00005387455,0.00006399646,0.0006345549,0.000126413,0.00003277813,0.00004025213,0.001134093,0.00001612437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846733,0.001127283,0.0001171676,0.0009035273,0.00003454445,0.00003501223,0.01047601,0.0000176171,0.00261558],"genre_scores_gemma":[0.9929495,0.0007329912,0.0001962361,0.0001286496,0.00001969155,0.0000199859,0.004580238,0.00001141008,0.001361339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01890295,"threshold_uncertainty_score":0.1371511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1340458634657059,"score_gpt":0.3842856083634161,"score_spread":0.2502397448977102,"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."}}