{"id":"W2159326808","doi":"10.1136/adc.2006.115113","title":"Prognostic factors in paediatric acute liver failure","year":2007,"lang":"en","type":"article","venue":"Archives of Disease in Childhood","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Liver transplantation; Internal medicine; Hepatic encephalopathy; Prothrombin time; Encephalopathy; Etiology; Retrospective cohort study; Pediatrics; Multivariate analysis; Transplantation; Surgery; Gastroenterology; Cirrhosis","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":[0.00006631001,0.0001481646,0.0002141044,0.0004971664,0.00001918641,0.000004913355,0.00009202751,0.00003532735,0.00002936656],"category_scores_gemma":[0.00003338265,0.0001295098,0.0001306976,0.0003106124,0.00006343655,0.0001075916,0.0000233019,0.0001693206,0.000008100887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001401238,"about_ca_system_score_gemma":0.0001414181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005405227,"about_ca_topic_score_gemma":0.00009937716,"domain_scores_codex":[0.9989173,0.00003708741,0.0003060459,0.0002428863,0.0002182436,0.0002784766],"domain_scores_gemma":[0.9991591,0.0003050289,0.0000590886,0.0001776729,0.00001195256,0.0002871359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006043115,0.0009486206,0.9923,0.0002195465,0.0001065962,0.0004862271,0.003864352,0.00001643722,0.0001593171,0.0001341104,0.000004744074,0.001155778],"study_design_scores_gemma":[0.002292692,0.0001118901,0.994997,0.0003138999,0.0005259866,0.000002854275,0.0002033072,0.00005437564,0.0005660998,0.0008035772,0.000004519715,0.0001238215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979155,0.0006161413,0.00008617422,0.0001225143,0.00003182716,0.0005608568,0.00009581802,0.00002765202,0.0005434977],"genre_scores_gemma":[0.9989984,0.0003133373,0.0002903548,0.00006636552,0.00006045807,0.00001002331,0.0002327027,0.00001725536,0.00001111402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003661045,"threshold_uncertainty_score":0.5281256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006047402955740092,"score_gpt":0.2316673885127537,"score_spread":0.2256199855570136,"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."}}