{"id":"W2104091427","doi":"10.1016/j.neuint.2013.01.015","title":"Brain edema in acute liver failure and chronic liver disease: Similarities and differences","year":2013,"lang":"en","type":"review","venue":"Neurochemistry International","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Saint-Luc","funders":"","keywords":"Medicine; Chronic liver disease; Hepatic encephalopathy; Edema; Brain edema; Cerebral edema; Liver disease; Pathophysiology; Pathology; Disease; Encephalopathy; Intracranial pressure; Internal medicine; Cirrhosis; Anesthesia","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":[0.00002641009,0.0002812569,0.0004785107,0.00009687542,0.00003149061,0.00007245471,0.0001246755,0.0001544771,0.0004294328],"category_scores_gemma":[0.00001994806,0.0002372715,0.0001112697,0.00004963122,0.0001072238,0.000129661,0.00006318622,0.0002985085,0.00001371048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006618063,"about_ca_system_score_gemma":0.0001944877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001431523,"about_ca_topic_score_gemma":0.00000891003,"domain_scores_codex":[0.9988828,0.00003110472,0.0002626158,0.0004130637,0.0002618708,0.0001485527],"domain_scores_gemma":[0.9993981,0.0001472025,0.00009952054,0.0001279982,0.00005099855,0.0001761381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004589225,0.0008324648,0.02164772,0.3403496,0.006297939,0.01173862,0.0009303357,5.171922e-7,0.0008200396,0.0007581448,0.01238503,0.6037806],"study_design_scores_gemma":[0.005419514,0.0002719614,0.08076979,0.0748348,0.01353712,0.003259791,0.00009712561,0.001081068,0.0001850403,0.000244192,0.818229,0.002070612],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01400228,0.9843602,0.000005071093,0.0004998961,0.00008839443,0.0003881775,0.000367142,0.00002749072,0.0002613329],"genre_scores_gemma":[0.01172482,0.9853702,0.00002317004,0.0001698673,0.0003092236,0.00009943033,0.0008738327,0.00002244599,0.001407063],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8058439,"threshold_uncertainty_score":0.9675649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.024081944239986,"score_gpt":0.2924679197683556,"score_spread":0.2683859755283696,"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."}}