{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001991716,0.0001258719,0.0002214141,0.0006242513,0.0002439554,0.0004413806,0.0002932109,0.000224429,0.001164715],"category_scores_gemma":[0.005820823,0.0001210798,0.0002570464,0.001129982,0.0002169144,0.0006869894,0.0005270779,0.0003265301,0.0001177581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003591813,"about_ca_system_score_gemma":0.0006568491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005106796,"about_ca_topic_score_gemma":0.007864535,"domain_scores_codex":[0.9990522,0.0003273255,0.0001222282,0.0001790422,0.0001934367,0.0001258057],"domain_scores_gemma":[0.996042,0.0008376454,0.002248226,0.000129526,0.0003303268,0.0004123285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002318717,0.00001219366,0.9985248,0.000007534309,0.000005557746,0.00002580876,0.0001683541,0.00001222266,0.00003771004,0.000006699415,0.00005624607,0.001119723],"study_design_scores_gemma":[0.000002568556,0.00008484915,0.9988431,0.00001399076,0.000006487441,0.0002373633,0.0005148791,0.00009534125,0.00004107982,0.00001021098,0.0001482932,0.000001938573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993395,0.00009896456,0.00006022302,0.00005820701,0.000001888873,0.00000777756,0.0002817262,0.000003068539,0.000148706],"genre_scores_gemma":[0.9994116,0.00009766409,0.0001190006,0.00002371075,0.000003744757,0.00002017545,0.0002809175,0.000001885302,0.00004132925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005106796,"threshold_uncertainty_score":0.01053333,"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."}}