{"id":"W3092352032","doi":"10.14309/ajg.0000000000000994","title":"Noninvasive Diagnosis of Portal Hypertension in Patients With Compensated Advanced Chronic Liver Disease","year":2020,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":243,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Internal medicine; Portal venous pressure; Portal hypertension; Gastroenterology; Chronic liver disease; Alcoholic liver disease; Liver disease; Nomogram; Liver biopsy; Cirrhosis; Biopsy","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":[0.0005645668,0.0003233193,0.0003072558,0.0009034993,0.0002629902,0.0004335681,0.0001874278,0.0002890032,0.001013471],"category_scores_gemma":[0.001895581,0.0001490475,0.0001751226,0.0005953043,0.000241314,0.0003967818,0.0004392251,0.0003421993,0.0002013514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001564635,"about_ca_system_score_gemma":0.000289039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001032702,"about_ca_topic_score_gemma":0.001832924,"domain_scores_codex":[0.999616,0.0001372435,0.00005411729,0.0000633256,0.00008366381,0.00004561625],"domain_scores_gemma":[0.9988589,0.0002855409,0.0005201141,0.00005052656,0.000117713,0.000167173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004677314,0.00001580589,0.9987192,0.000006995176,0.000006266951,0.00005486596,0.00001120801,0.00001258041,0.0001611822,0.000003939683,0.00002312261,0.0009381413],"study_design_scores_gemma":[0.00001544117,0.0001949035,0.9979582,0.00001499324,0.0000163541,0.001068699,0.00009120683,0.0003167562,0.0001480831,0.00002298328,0.0001489476,0.000003409045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984119,0.0004923558,0.0002116534,0.00005895288,0.000008542796,0.00002037141,0.0002325698,0.00000472562,0.0005589054],"genre_scores_gemma":[0.9993241,0.0001033469,0.0002622151,0.00002535424,0.00001701538,0.00001237148,0.0001968308,7.492381e-7,0.00005814004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001032702,"threshold_uncertainty_score":0.003390372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007628904791032937,"score_gpt":0.2068154596920648,"score_spread":0.1991865549010319,"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."}}