{"id":"W2584950689","doi":"10.7863/ultra.16.04076","title":"Sonography Predicts Liver Steatosis in Patients With Chronic Hepatitis B","year":2017,"lang":"en","type":"article","venue":"Journal of Ultrasound in Medicine","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Steatosis; Medicine; Liver biopsy; Gastroenterology; Internal medicine; Univariate analysis; Biopsy; Fibrosis; Hepatitis C; Pathology; Multivariate analysis","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":[0.000953892,0.0003825044,0.0003017578,0.0008654135,0.0003572428,0.000570646,0.0002610365,0.0006754897,0.001997546],"category_scores_gemma":[0.006171472,0.0003256919,0.0002944191,0.0005720929,0.0003631444,0.0005960538,0.0004121857,0.0006472943,0.0005325279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000139039,"about_ca_system_score_gemma":0.0002273159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001262416,"about_ca_topic_score_gemma":0.001707525,"domain_scores_codex":[0.9995754,0.0001561449,0.00007118601,0.00005166309,0.00008932321,0.00005620177],"domain_scores_gemma":[0.9956467,0.001356137,0.0020095,0.0001528861,0.0003755515,0.0004591773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004594721,0.00001049804,0.9994326,0.000002847908,0.000007856527,0.00002494441,0.000008001908,0.00002186427,0.00005845537,0.000002268948,0.00002228962,0.00036243],"study_design_scores_gemma":[0.00001390374,0.0001642443,0.9977877,0.00001509845,0.00002661671,0.0009031047,0.0001174829,0.0007331215,0.00008933394,0.00001821232,0.0001276852,0.000003405838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998755,0.000486585,0.0001101713,0.0001105481,0.00001418436,0.000006019075,0.00009093444,0.000005736906,0.000420928],"genre_scores_gemma":[0.9995158,0.0001173402,0.0001078715,0.00002531315,0.00003163703,0.000003324808,0.0001149896,0.000001516775,0.00008226975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001997546,"threshold_uncertainty_score":0.006682515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043145413537978,"score_gpt":0.2522388610396745,"score_spread":0.2418074069042948,"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."}}