{"id":"W2885481302","doi":"10.1002/hep.30116","title":"Liver Transplant Listing in Pediatric Acute Liver Failure: Practices and Participant Characteristics","year":2018,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Liver transplantation; Listing (finance); Liver failure; Medicine; Intensive care medicine; Internal medicine; Transplantation; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001334292,0.0001172616,0.0002696702,0.0001161696,0.00005796152,0.00001289363,0.00003994823,0.0001070382,0.0001054892],"category_scores_gemma":[0.00003343881,0.0001034207,0.00002754048,0.0001214322,0.00009624012,0.0001338782,0.00001204609,0.0001494369,0.00008595702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001341354,"about_ca_system_score_gemma":0.00008920899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002191353,"about_ca_topic_score_gemma":0.0005254631,"domain_scores_codex":[0.9990535,0.00007767887,0.0002537116,0.0002506433,0.0001001791,0.0002642613],"domain_scores_gemma":[0.9994048,0.0001443403,0.0001585114,0.0001114573,0.00006020782,0.000120713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004906572,0.0001001544,0.9921245,0.000279478,0.0001015334,0.002489096,0.003170366,1.147591e-8,0.0004754813,0.0002347981,0.00005758628,0.0004763222],"study_design_scores_gemma":[0.001380421,0.0003371519,0.9892253,0.00006345809,0.002778214,0.000985179,0.00007369673,0.003872497,0.0006299383,0.00002746444,0.0004677958,0.0001589126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983538,0.0005021042,0.00009612701,0.0004890024,0.0001113349,0.0001897705,0.00002963566,0.00003670383,0.0001915397],"genre_scores_gemma":[0.9947348,0.004085033,0.000351406,0.0004275123,0.0002863547,0.00001659757,0.00005640021,0.00001218869,0.00002965528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003872485,"threshold_uncertainty_score":0.4217375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05199908942484623,"score_gpt":0.3082429381921976,"score_spread":0.2562438487673513,"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."}}