{"id":"W3172508299","doi":"10.1002/lt.26195","title":"The Impact of Primary Liver Disease and Social Determinants in a Mixed Donor Liver Transplant Program: A Single‐Center Analysis","year":2021,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Liver transplantation; Liver disease; Population; Univariate analysis; Multivariate analysis; Internal medicine; Demography; Transplantation; Surgery; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001244754,0.0002282676,0.0004041062,0.0002097843,0.0001317446,0.00004853702,0.0000717814,0.00009495346,0.00004068331],"category_scores_gemma":[0.000002567688,0.000171502,0.0003884268,0.0004794737,0.000132612,0.0002468746,0.000007094245,0.0001405211,0.000004091088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008402385,"about_ca_system_score_gemma":0.0001931156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007216586,"about_ca_topic_score_gemma":0.002047038,"domain_scores_codex":[0.9984131,0.0001848865,0.0004084877,0.0003667143,0.0003254207,0.0003013565],"domain_scores_gemma":[0.9993072,0.0001494989,0.0001110438,0.0001649163,0.0001143613,0.0001529887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006913152,0.001526401,0.9502552,0.002355098,0.002192051,0.005179997,0.01097603,0.0000229813,0.004589307,0.00003546192,0.000006626865,0.0159477],"study_design_scores_gemma":[0.003266539,0.0002091802,0.9834954,0.0002439034,0.007874281,0.0001622626,0.0001295165,0.002467065,0.001949894,0.00001415785,0.000004799671,0.0001830397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996804,0.001410861,0.0003474027,0.00005544446,0.00003455311,0.0006096418,0.0006095759,0.00003537826,0.00009316848],"genre_scores_gemma":[0.9903244,0.008047357,0.0001709717,0.00005254428,0.00004302051,0.00005854276,0.001251685,0.00001917052,0.00003225729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03324017,"threshold_uncertainty_score":0.6993648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02026294455547594,"score_gpt":0.2785850652303333,"score_spread":0.2583221206748574,"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."}}