{"id":"W7029814664","doi":"","title":"Liver Transplant Wait-list Trends in Young American Adults","year":2021,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Incidence (geometry); Cirrhosis; Epidemiology; Poisson regression; Liver disease; Etiology; Liver transplantation; Chronic liver disease; Standardized rate; Retrospective cohort study","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":[0.0003746526,0.0001042456,0.0001523946,0.0009147793,0.0002506072,0.0004000384,0.0001882779,0.0002469723,0.00130376],"category_scores_gemma":[0.00112799,0.0001184999,0.0002581152,0.001264271,0.0001142007,0.0004966375,0.0002218119,0.000366737,0.0002235131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003687851,"about_ca_system_score_gemma":0.0004563553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01875689,"about_ca_topic_score_gemma":0.02543716,"domain_scores_codex":[0.9997864,0.00002474569,0.00004132142,0.00005226795,0.00005145016,0.00004371993],"domain_scores_gemma":[0.999126,0.00008128677,0.0005218774,0.00001650909,0.0001194122,0.0001348457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000126946,0.00001330375,0.9981832,0.00001451077,0.0000144461,0.00003258451,0.00009260906,0.00001766678,0.00004185921,0.00001755298,0.0003235421,0.001235977],"study_design_scores_gemma":[0.000001881053,0.00002144919,0.9990155,0.00001839637,0.00001217578,0.0001343421,0.0002700615,0.00006827769,0.00001854857,0.00001271903,0.0004245047,0.000002071185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943067,0.00107983,0.00006777175,0.0002364652,0.00001779313,0.00001189744,0.003143535,0.000008869115,0.001127088],"genre_scores_gemma":[0.9964724,0.0008938109,0.00008312579,0.0001724767,0.00002837533,0.00002465449,0.002107342,0.000002327089,0.0002156321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01875689,"threshold_uncertainty_score":0.03729546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004852480144892227,"score_gpt":0.198023362821981,"score_spread":0.1931708826770888,"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."}}