{"id":"W4400227143","doi":"10.1097/hep.0000000000000990","title":"Role of point-of-care ultrasound (POCUS) in clinical hepatology","year":2024,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Hepatopulmonary syndrome; Hepatology; Intravascular volume status; Cirrhosis; Internal medicine; Sepsis; Pleural effusion; Liver transplantation; Portopulmonary hypertension; Cardiology; Acute kidney injury; Nephrology; Pericardial effusion; Intensive care; Intensive care medicine; Portal hypertension; Transplantation; Hemodynamics","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":[0.002015485,0.0004603463,0.0008072736,0.0023291,0.000225383,0.001593026,0.0006056715,0.0008225478,0.001542901],"category_scores_gemma":[0.004650826,0.0002294595,0.0004844848,0.001856321,0.0008849739,0.001533918,0.0008527702,0.001360072,0.0005417993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000766456,"about_ca_system_score_gemma":0.001595066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001838686,"about_ca_topic_score_gemma":0.002612143,"domain_scores_codex":[0.9987137,0.0005123363,0.0002216537,0.0001200282,0.0003649176,0.00006729901],"domain_scores_gemma":[0.9962612,0.00245151,0.0003265869,0.0001026589,0.0007378873,0.0001201981],"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":[0.00005982048,0.00003227824,0.002600646,0.009690784,0.0000810341,0.0004332179,0.0002976381,0.0003794969,0.0007290032,0.003101454,0.01290776,0.9696869],"study_design_scores_gemma":[0.00003833339,0.0003335009,0.01806444,0.02016764,0.0003281235,0.008076683,0.0006797461,0.0007717374,0.001266045,0.004505869,0.9456559,0.0001119963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009379522,0.993019,0.001127345,0.001668451,0.0003348624,0.00001704795,0.00003010206,0.00003499094,0.002830211],"genre_scores_gemma":[0.00947178,0.9858754,0.002454167,0.0009689643,0.0007419713,0.00003245789,0.000040112,0.000008804784,0.0004063301],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0023291,"threshold_uncertainty_score":0.01065904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352457060612812,"score_gpt":0.3261663478802097,"score_spread":0.3126417772740816,"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."}}