{"id":"W1521799634","doi":"10.1002/9781118314968.ch10","title":"Management of Fulminant Hepatic Failure","year":2012,"lang":"en","type":"other","venue":"","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":188,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Referral; Library science; Gerontology; Family 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001583973,0.00007838073,0.0001470409,0.00007223431,0.000003194415,9.253598e-7,0.00002422333,0.00005949476,0.01181944],"category_scores_gemma":[6.2273e-8,0.00005569639,0.00004840778,0.00003402853,0.00001176015,0.00000878548,0.000005229439,0.00002777767,0.0002965099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005930065,"about_ca_system_score_gemma":0.000008371277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007048777,"about_ca_topic_score_gemma":0.00001437303,"domain_scores_codex":[0.9996434,0.000004843127,0.00007763196,0.00007556302,0.000122277,0.00007621566],"domain_scores_gemma":[0.9997594,0.000002536312,0.00004079643,0.0001410735,0.000006709513,0.00004944913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000217363,0.0008948307,0.0257404,0.04379396,0.008462196,0.0006880431,0.0003884428,9.911704e-8,0.0001218615,0.01881883,0.8848068,0.01606722],"study_design_scores_gemma":[0.003267127,0.0001693891,0.04274908,0.007272015,0.01689737,0.00002748039,0.0003681662,0.000006993851,0.001425274,0.00007421627,0.9273276,0.0004153099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000295812,0.0009368554,0.0003115964,0.00005024641,0.00007249932,0.000319523,0.00002172785,0.00004898856,0.9979427],"genre_scores_gemma":[0.04481861,0.0007860704,0.001853347,0.00003587448,0.00009318664,0.00001082271,0.0001674748,0.00009267141,0.9521419],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04580081,"threshold_uncertainty_score":0.9890839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007828514532976779,"score_gpt":0.2410170333648807,"score_spread":0.2331885188319039,"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."}}