{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001937241,0.0001648584,0.0002398807,0.000499955,0.0004285392,0.0003116549,0.00007593669,0.000100993,0.01037976],"category_scores_gemma":[0.0006331683,0.00003662564,0.0002152037,0.000481294,0.0001919209,0.0001506256,0.0003010205,0.000342781,0.0007806984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003705967,"about_ca_system_score_gemma":0.0006602411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001575592,"about_ca_topic_score_gemma":0.002915616,"domain_scores_codex":[0.9998608,0.0000301944,0.00001226323,0.000009773841,0.00002562155,0.00006137263],"domain_scores_gemma":[0.9996898,0.00005404665,0.000065697,0.00003593512,0.00003554577,0.0001190863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004414212,0.0005049657,0.7344095,0.0005626148,0.0002697412,0.02579719,0.0002238832,0.0002806607,0.007873395,0.005097104,0.01326359,0.2073033],"study_design_scores_gemma":[0.0002989655,0.001326989,0.9156049,0.0002608957,0.0001222283,0.03366851,0.0003156723,0.0003971301,0.002298757,0.002527288,0.04316204,0.00001645999],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8616216,0.01006094,0.0009129291,0.00293025,0.0005671672,0.0001698032,0.001388266,0.0001053446,0.1222437],"genre_scores_gemma":[0.9886086,0.001761344,0.0003032273,0.0005015251,0.0002931094,0.00001745975,0.0008572832,0.00001012962,0.007647345],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01037976,"threshold_uncertainty_score":0.03472376,"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."}}