{"id":"W3152500620","doi":"10.1016/j.cld.2021.01.005","title":"Noninvasive Detection of Clinically Significant Portal Hypertension in Compensated Advanced Chronic Liver Disease","year":2021,"lang":"en","type":"review","venue":"Clinics in Liver Disease","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Liver Foundation; Canadian Association for the Study of the Liver","keywords":"Medicine; Portal hypertension; Transient elastography; Chronic liver disease; Internal medicine; Gastroenterology; Liver disease; Disease; Radiology; Cirrhosis; Liver fibrosis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006356972,0.0008053576,0.002101185,0.003139416,0.0001680372,0.0009063657,0.0009379463,0.0008165069,0.003411527],"category_scores_gemma":[0.001276678,0.000262564,0.0007734604,0.002370927,0.0004999847,0.001149901,0.0005623225,0.001442351,0.001343615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003834367,"about_ca_system_score_gemma":0.000691851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001014952,"about_ca_topic_score_gemma":0.001749711,"domain_scores_codex":[0.9997728,0.00004765195,0.00004682918,0.00003843755,0.00007632631,0.00001790913],"domain_scores_gemma":[0.999391,0.0003205232,0.0001062605,0.00001364289,0.0001300869,0.00003844993],"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":[0.0001212151,0.00005534256,0.0004824323,0.0255341,0.0001679237,0.0001620347,0.00003926875,0.0001506812,0.000465649,0.0007807179,0.0154766,0.956564],"study_design_scores_gemma":[0.0001163171,0.0003278778,0.01013689,0.04112843,0.001415581,0.006950554,0.0002078045,0.0003206701,0.0006380645,0.002803762,0.9358709,0.00008313746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006899367,0.9994628,0.00003310046,0.00009273379,0.00005744874,0.000002253802,0.00000922136,0.000002664476,0.0002707638],"genre_scores_gemma":[0.0006065746,0.9990656,0.00006831017,0.00006680754,0.00006575129,0.000003028031,0.0000173169,6.094532e-7,0.0001061214],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003411527,"threshold_uncertainty_score":0.01141268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0601143134343948,"score_gpt":0.3516436284904282,"score_spread":0.2915293150560334,"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."}}