{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005200694,0.0006676302,0.002681747,0.0005349643,0.00005522316,0.00002061491,0.0002657234,0.0004352914,0.0001941849],"category_scores_gemma":[0.0004496634,0.000619907,0.001316764,0.0008137813,0.0002418738,0.0001864503,0.0001119575,0.0009927583,0.00008230866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003829072,"about_ca_system_score_gemma":0.004174823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006228432,"about_ca_topic_score_gemma":0.00009215311,"domain_scores_codex":[0.9943283,0.0006276899,0.002697001,0.001238385,0.0006181509,0.0004905004],"domain_scores_gemma":[0.9956486,0.00109798,0.0009736413,0.0009662957,0.0003732812,0.0009401725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.004553105,0.005662118,0.01696892,0.098946,0.001272599,0.09100119,0.0002129067,0.0001178675,0.00002058346,0.0001392887,0.00003582391,0.7810696],"study_design_scores_gemma":[0.03279728,0.003385432,0.3859528,0.4248081,0.09101414,0.0004311813,0.0003082864,0.006816766,0.00005313994,0.000274776,0.04893668,0.005221398],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02958985,0.9664635,0.00003745118,0.00001629732,0.0005165661,0.002632396,0.0006370465,0.00005702097,0.00004984234],"genre_scores_gemma":[0.17351,0.8232203,0.00006587576,0.0001087457,0.0002008313,0.0001776238,0.002576228,0.00009140829,0.00004906547],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7758482,"threshold_uncertainty_score":0.9996252,"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."}}