{"id":"W2060388026","doi":"10.1097/01.ta.0000101491.62777.8e","title":"Liver Transplantation in Severe Hepatic Trauma after Hepatic Artery Embolization","year":2005,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Liver transplantation; Medicine; Hepatic artery embolization; Embolization; Artery; Transplantation; Radiology; Surgery","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":[0.0003639616,0.0001833113,0.0003469603,0.0002129193,0.0001366257,0.00003888053,0.00005555482,0.0001264311,0.0001823739],"category_scores_gemma":[0.0001081686,0.0001279266,0.0001291617,0.0001870855,0.0002036459,0.0004108102,0.000006937149,0.0003988635,0.000009552631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000109153,"about_ca_system_score_gemma":0.00005265055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007405473,"about_ca_topic_score_gemma":0.0004126831,"domain_scores_codex":[0.9985287,0.0001948575,0.0006008508,0.0001262792,0.0003240528,0.0002252619],"domain_scores_gemma":[0.9991157,0.0001954898,0.00008948724,0.0001226567,0.0003334952,0.0001431732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02107956,0.002190977,0.5360356,0.008403629,0.0003590146,0.000750899,0.09850299,0.000232112,0.001993519,0.002402746,0.001761546,0.3262874],"study_design_scores_gemma":[0.002667604,0.003072679,0.9777929,0.0008524407,0.001297003,0.004491283,0.002823336,0.0003915879,0.004309464,0.001008216,0.000986232,0.0003072233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995103,0.001662546,0.0009765766,0.00100768,0.0001991062,0.0002022797,0.0000126441,0.00001710889,0.0008190688],"genre_scores_gemma":[0.9970634,0.00161254,0.0002109839,0.0005636544,0.0004879233,0.00000759492,0.000006201194,0.00002002933,0.00002765632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4417573,"threshold_uncertainty_score":0.5216694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096982266290397,"score_gpt":0.286122699307106,"score_spread":0.275152876644202,"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."}}