{"id":"W2072188762","doi":"10.1111/liv.12802","title":"Occult cirrhosis diagnosed by transient elastography is a frequent and under‐monitored clinical entity","year":2015,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Transient elastography; Cirrhosis; Gastroenterology; Internal medicine; Hepatocellular carcinoma; Ascites; Interquartile range; Esophageal varices; Chronic liver disease; Odds ratio; Liver disease; Portal hypertension; Occult; Hepatology; Pathology","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":[0.0001256755,0.0001049552,0.0001398457,0.0000841253,0.00003046334,0.00003223248,0.00007504064,0.00007401008,0.0001794275],"category_scores_gemma":[0.00001008194,0.00009594743,0.0001254858,0.00006634178,0.00008655672,0.0001493575,0.00001352171,0.000117495,0.00005151384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004317181,"about_ca_system_score_gemma":0.00005395643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003259705,"about_ca_topic_score_gemma":0.00001815524,"domain_scores_codex":[0.9989293,0.00004150414,0.0002374984,0.0002536328,0.0004255105,0.0001125735],"domain_scores_gemma":[0.9993586,0.00006292004,0.00005188624,0.0001002863,0.0001603066,0.0002660234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006496143,0.0008531603,0.9670089,0.00004049705,0.001226943,0.0001115147,0.002058204,0.000002574562,0.0003866535,0.0003757521,0.02507097,0.002215203],"study_design_scores_gemma":[0.005572196,0.0002918529,0.9829789,0.00008418282,0.0005539284,0.00002806536,0.0003430085,0.0003476847,0.0007552551,0.0002695876,0.008615827,0.0001594788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939629,0.0004820769,0.001851006,0.001213073,0.0005943412,0.0001975604,0.0002829453,0.00004082556,0.001375234],"genre_scores_gemma":[0.996697,0.0007755668,0.0003017654,0.001507766,0.0002011739,0.00001754561,0.0003078193,0.000009168449,0.0001821897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01645515,"threshold_uncertainty_score":0.3912623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04881869725216176,"score_gpt":0.3337013619545388,"score_spread":0.2848826647023771,"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."}}