{"id":"W4377940346","doi":"10.1111/liv.15622","title":"Organ dysfunction and failure in liver disease","year":2023,"lang":"en","type":"review","venue":"Liver International","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Instituto de Salud Carlos III; Horizon 2020 Framework Programme","keywords":"Medicine; Cirrhosis; Liver transplantation; Disease; Liver disease; Alcoholic hepatitis; Organ dysfunction; Hepatitis; Gastroenterology; Intensive care medicine; Alcoholic liver disease; Sepsis; Internal medicine; Transplantation","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":[0.00006766589,0.0001993153,0.0003929664,0.0003771237,0.00002439513,0.00003265562,0.00008581597,0.0001198408,0.0004453482],"category_scores_gemma":[0.000016622,0.000171353,0.0001509511,0.0001722953,0.00003187805,0.0001377909,0.00004014312,0.0002252485,0.0005424851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001194261,"about_ca_system_score_gemma":0.0001649647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008103377,"about_ca_topic_score_gemma":0.00009366601,"domain_scores_codex":[0.9989386,0.00004194681,0.0002703464,0.0003327923,0.0002947287,0.000121564],"domain_scores_gemma":[0.9995084,0.00008185342,0.00008354812,0.0001228542,0.00005671028,0.0001465865],"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":[0.0004771899,0.0004557142,0.01156255,0.06786489,0.003273082,0.00766644,0.000804971,0.000002068969,0.000001239853,0.003871903,0.003824876,0.9001951],"study_design_scores_gemma":[0.001772086,0.00006354508,0.05196659,0.02969689,0.006047399,0.000209825,0.00004009392,0.0002936647,6.901331e-7,0.000181088,0.9092475,0.0004806622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000427587,0.9974035,0.00003337901,0.000127365,0.0004520351,0.0006256575,0.0003143209,0.00008625082,0.0005299313],"genre_scores_gemma":[0.0009484114,0.9945314,0.00003748481,0.00007970164,0.0003973772,0.00006757959,0.002154548,0.00003768555,0.001745844],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9054226,"threshold_uncertainty_score":0.6987572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04992596742880615,"score_gpt":0.3218993104149071,"score_spread":0.2719733429861009,"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."}}