{"id":"W4386346448","doi":"10.1097/lvt.0000000000000251","title":"A model including standardized weight improved predicting waiting list mortality in adolescent liver transplant candidates: A US national study","year":2023,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Liver transplantation; Model for End-Stage Liver Disease; Liver disease; Cohort; Transplantation; Internal medicine; Retrospective cohort study; United Network for Organ Sharing; Creatinine; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.009113684,0.001005983,0.001144174,0.0009468317,0.0004161621,0.001099561,0.001060698,0.0008048789,0.001823015],"category_scores_gemma":[0.01320759,0.0003690494,0.002402939,0.000726492,0.0002152932,0.000826136,0.0007684595,0.001342415,0.0002783744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006053241,"about_ca_system_score_gemma":0.001299372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01909025,"about_ca_topic_score_gemma":0.009193277,"domain_scores_codex":[0.9981821,0.001222923,0.00009881571,0.0002708657,0.00008791635,0.0001375233],"domain_scores_gemma":[0.9919347,0.005783343,0.0007260148,0.0005041667,0.0006410469,0.0004108154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00165669,0.0003542321,0.9623162,0.00004364569,0.001372713,0.0002180849,0.00007436782,0.02492759,0.0001405332,0.0002032864,0.001548285,0.007144335],"study_design_scores_gemma":[0.0003300859,0.001109885,0.2167049,0.00007804872,0.001425678,0.0003764899,0.0002368648,0.7780454,0.0001871574,0.0006446178,0.0008218261,0.000039088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953236,0.0003729186,0.00283857,0.0004274096,0.00006301502,0.0000296116,0.0006272662,0.00004723056,0.0002703576],"genre_scores_gemma":[0.9967095,0.0001529603,0.001693641,0.00007883958,0.00004168353,0.00003313733,0.001068761,0.0000183736,0.0002031744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01909025,"threshold_uncertainty_score":0.04819834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05860461544641556,"score_gpt":0.3189196581995702,"score_spread":0.2603150427531546,"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."}}