{"id":"W2078056715","doi":"10.1002/lt.21931","title":"Long-Term Outcomes of Emergency Liver Transplantation for Acute Liver Failure","year":2009,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Liver transplantation; Contraindication; Perioperative; Transplantation; Surgery; Survival rate; Mortality rate; Cerebral edema; Thrombosis; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001195406,0.000351633,0.0004815037,0.000268612,0.00013075,0.00001757359,0.0001398937,0.0002118444,0.0003149621],"category_scores_gemma":[0.000002800743,0.0003252008,0.000402985,0.000237019,0.00004283806,0.0006052089,0.00000216788,0.0001515334,0.00004431647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004062043,"about_ca_system_score_gemma":0.00007243243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006078574,"about_ca_topic_score_gemma":0.0001294521,"domain_scores_codex":[0.9980294,0.00006078284,0.0006157705,0.0004604719,0.0004722399,0.0003613994],"domain_scores_gemma":[0.9990181,0.00009683002,0.0002009582,0.0002487168,0.000253044,0.000182323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03488842,0.004631219,0.6457977,0.03369864,0.009694301,0.01091544,0.06339097,0.0002215312,0.1403624,0.0103492,0.0009086629,0.04514147],"study_design_scores_gemma":[0.005040674,0.0007465732,0.9479386,0.0002961721,0.0112897,0.0002891395,0.00005102764,0.00031404,0.03352163,0.000146189,0.00001176477,0.0003544824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9372489,0.0006067971,0.05859374,0.0002837216,0.0002629253,0.001531645,0.0009269213,0.0001396436,0.0004057126],"genre_scores_gemma":[0.9682538,0.02492769,0.002305299,0.0002511181,0.0001304328,0.00006010142,0.003752476,0.00003553325,0.0002835346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3021409,"threshold_uncertainty_score":0.99992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099651673715235,"score_gpt":0.2974511822188557,"score_spread":0.2764546654817033,"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."}}