{"id":"W4213207495","doi":"10.4103/cmrp.cmrp_103_21","title":"Decompensated chronic liver disease","year":2022,"lang":"en","type":"article","venue":"Current Medicine Research and Practice","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Portopulmonary hypertension; Spontaneous bacterial peritonitis; Hepatorenal syndrome; Liver transplantation; Ascites; Portal hypertension; Chronic liver disease; Liver disease; Disease; Intensive care medicine; Internal medicine; Gastroenterology; Cirrhosis; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001419941,0.00009747165,0.0001505603,0.0002421067,0.0004631171,0.00001559085,0.00008500621,0.00001406643,0.002291381],"category_scores_gemma":[0.0005384461,0.00007907066,0.00002653145,0.0004489017,0.0002286815,0.0002129914,0.00009557709,0.0007459514,0.00006679926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001502792,"about_ca_system_score_gemma":0.0005176897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001398503,"about_ca_topic_score_gemma":0.000005992944,"domain_scores_codex":[0.9974881,0.0006425798,0.0001638067,0.0002991965,0.001078323,0.0003280279],"domain_scores_gemma":[0.9974571,0.00137498,0.00004504667,0.0002244789,0.0002789443,0.0006194218],"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":[0.07637483,0.008471848,0.0973089,0.0114976,0.002335347,0.01739057,0.01310357,0.00003736013,0.007256651,0.03073794,0.290976,0.4445094],"study_design_scores_gemma":[0.008546617,0.004603318,0.08693226,0.0005902123,0.001554634,0.0009605061,0.003298269,0.001760875,0.00008816289,0.0009809216,0.8904064,0.0002778238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5348142,0.3762505,0.0003686122,0.06740621,0.001328698,0.003177321,0.0001425149,0.0002155491,0.01629642],"genre_scores_gemma":[0.981435,0.01680989,0.00002321181,0.0003230804,0.0005731648,0.0001093718,0.0003403013,0.00001455245,0.0003714154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5994304,"threshold_uncertainty_score":0.9986207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2252889490489782,"score_gpt":0.4911575112098132,"score_spread":0.265868562160835,"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."}}