{"id":"W4416272049","doi":"10.1155/joot/8889823","title":"Liver Transplantation Outcomes in Younger Versus Older Adult Recipients: The Edmonton Experience","year":2025,"lang":"en","type":"article","venue":"Journal of Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Contraindication; Liver transplantation; Waiting list; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002874636,0.0001682406,0.000321683,0.0003581452,0.00007370786,0.0000302555,0.0001570783,0.0001135008,0.00006789598],"category_scores_gemma":[0.00003479209,0.0001106964,0.0001807474,0.0003330029,0.00005843985,0.0004635964,0.000002443647,0.0003158478,0.000004631705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001119982,"about_ca_system_score_gemma":0.00009363308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008558285,"about_ca_topic_score_gemma":0.0001394226,"domain_scores_codex":[0.9984508,0.00008673737,0.0007201346,0.0001522743,0.0004064522,0.0001835726],"domain_scores_gemma":[0.9991296,0.0002550734,0.0002186241,0.0001452311,0.0001950064,0.00005644531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03293562,0.001446017,0.8686085,0.004825653,0.0006739773,0.003313654,0.04987353,0.0002065852,0.0122552,0.01126199,0.0006087218,0.01399054],"study_design_scores_gemma":[0.007666381,0.0002579846,0.966903,0.0008077999,0.0006479661,0.000299486,0.000588927,0.00005553956,0.02241475,0.0001190721,0.00011385,0.0001251857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821697,0.0002770506,0.01216243,0.002942895,0.0008268316,0.0004015389,0.00001803729,0.00003125444,0.001170243],"genre_scores_gemma":[0.9801225,0.01711049,0.001436269,0.0009638027,0.00005248002,0.00001543232,0.00002545136,0.00001285952,0.0002607295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09829453,"threshold_uncertainty_score":0.4514067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134548358989442,"score_gpt":0.3126619639814963,"score_spread":0.2992071280825521,"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."}}