{"id":"W46115119","doi":"10.69645/fjtr6685","title":"Hepatic encephalopathy in acute liver failure: a primary neurogliopathy","year":2013,"lang":"en","type":"article","venue":"˜The œbiomedical & life sciences collection.","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Hepatic encephalopathy; Liver failure; Primary (astronomy); Medicine; Encephalopathy; Internal medicine; Gastroenterology; Cirrhosis; Physics","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":[0.0004416243,0.0001653245,0.0002442644,0.0003656305,0.000409537,0.00007334192,0.00027253,0.00009040506,0.0005644226],"category_scores_gemma":[0.00003734976,0.0001061282,0.00009813152,0.002595135,0.0008146116,0.0003683582,0.00004763968,0.0002695983,0.0003610972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009462344,"about_ca_system_score_gemma":0.0007432973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006399241,"about_ca_topic_score_gemma":0.0001159236,"domain_scores_codex":[0.9977609,0.0001468595,0.0003664184,0.0004206565,0.0009025133,0.0004026824],"domain_scores_gemma":[0.9990547,0.000198727,0.00007797383,0.0001981268,0.00008635953,0.0003840551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00189969,0.006628852,0.6880116,0.001567977,0.001364643,0.003296179,0.02864626,0.0001004048,0.04776857,0.001157267,0.1838038,0.03575479],"study_design_scores_gemma":[0.003792277,0.001711673,0.9651214,0.0002369184,0.0006285736,0.0005639073,0.001044806,0.0212885,0.0002804562,0.00121337,0.00368972,0.0004283782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876297,0.000629648,0.0009998543,0.006548644,0.0005960502,0.001151612,0.00001075231,0.0001146279,0.002319139],"genre_scores_gemma":[0.9939942,0.0003496162,0.0004757538,0.004065132,0.0002057773,0.0001872079,0.00002261386,0.00001057721,0.0006891285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2771098,"threshold_uncertainty_score":0.6180031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036950047870393,"score_gpt":0.2370676184341309,"score_spread":0.2266981179554269,"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."}}