{"id":"W4389265114","doi":"10.1016/j.mpaic.2023.10.006","title":"Decompensated liver cirrhosis","year":2023,"lang":"en","type":"article","venue":"Anaesthesia & intensive care medicine","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Medicine; Cirrhosis; Intensive care medicine; Internal 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":[0.000101687,0.0002199826,0.0004310245,0.000365273,0.00009279352,0.000007032716,0.00009598093,0.00009676637,0.0003535089],"category_scores_gemma":[0.0001472875,0.0001678348,0.0001325241,0.0006958791,0.0001838099,0.00007421419,0.00001776183,0.0001757579,0.001007299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007159782,"about_ca_system_score_gemma":0.00008492698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004396685,"about_ca_topic_score_gemma":0.00003202099,"domain_scores_codex":[0.9985936,0.00004849305,0.0002776584,0.0003573883,0.000392684,0.0003301498],"domain_scores_gemma":[0.997022,0.00008341191,0.00006495207,0.0003282563,0.002226201,0.0002751465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002688949,0.0001226067,0.4959235,0.002216667,0.00267807,0.03889754,0.07201084,0.00001838937,0.0135643,0.002915672,0.259248,0.1097155],"study_design_scores_gemma":[0.005014011,0.002005904,0.9133394,0.001683761,0.003026975,0.000404762,0.05619167,0.0004204184,0.003969082,0.0001185853,0.01338826,0.0004372176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834839,0.002657481,0.00005264031,0.009900499,0.0002582356,0.0004748963,0.00001209775,0.0004400731,0.00272015],"genre_scores_gemma":[0.9803772,0.003045763,0.00003860001,0.01504623,0.0002665974,0.00002820795,0.0007937055,0.00004078166,0.0003628986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4174159,"threshold_uncertainty_score":0.9997705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02955768252463077,"score_gpt":0.2931095351598461,"score_spread":0.2635518526352153,"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."}}