{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004226272,0.00008827868,0.000399744,0.00006510543,0.0000139174,0.00000160782,0.0000836476,0.000007645935,0.00002653799],"category_scores_gemma":[0.00001048302,0.00005281233,0.00007269771,0.0001149563,0.0002186945,0.00006353972,0.00001235519,0.0001411831,0.000001824586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002367528,"about_ca_system_score_gemma":0.00007540271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001575723,"about_ca_topic_score_gemma":0.00001358824,"domain_scores_codex":[0.9992127,0.0001058693,0.0002672787,0.0000907118,0.0001824746,0.0001409295],"domain_scores_gemma":[0.9991253,0.00004693099,0.0004150762,0.00008486678,0.0001590132,0.0001688203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05079228,0.0002384153,0.9466811,0.0000341817,0.0002325655,0.0008508518,0.0002703322,0.0002390698,0.0001653395,0.000001211884,0.00001645608,0.0004781606],"study_design_scores_gemma":[0.005382517,0.02063857,0.972766,0.0001576406,0.0005695196,0.0001024778,0.0001224182,0.00007822543,0.0001490026,0.000001712178,0.000002344956,0.00002958538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980781,0.00008281566,0.00006337652,0.001569505,0.00002171821,0.0001612185,0.00001721702,0.000003312353,0.000002706252],"genre_scores_gemma":[0.9979882,0.0002042919,0.0001262297,0.001615022,0.00003702839,0.000002726141,0.00001656421,0.000009593557,3.336549e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04540977,"threshold_uncertainty_score":0.2153624,"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."}}