{"id":"W3131420473","doi":"10.14740/gr1347","title":"Non-Invasive Reliable Methods to Objectify the Positive Influence of Hepatitis C Virus Treatment on Liver Stiffness","year":2021,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hepatitis C virus; Cirrhosis; Liver fibrosis; Elastography; Internal medicine; Fibrosis; Hepatitis C; Transient elastography; Gastroenterology; Serology; Ultrasound; Radiology; Virus; Immunology; Antibody","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00202595,0.000805287,0.0005161999,0.001468748,0.0002636042,0.0004580615,0.0002931106,0.0004631843,0.003728839],"category_scores_gemma":[0.003379822,0.0002146005,0.000391196,0.0005900391,0.000430458,0.00034135,0.0004030765,0.0006812581,0.0006721398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001312744,"about_ca_system_score_gemma":0.0002344892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001975269,"about_ca_topic_score_gemma":0.0005835718,"domain_scores_codex":[0.9976533,0.00105093,0.0001556726,0.0002267293,0.0008235935,0.00008980851],"domain_scores_gemma":[0.9938555,0.003235367,0.001450092,0.0004383644,0.0007866712,0.0002340038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002767033,0.001022989,0.6855051,0.001354543,0.0003708446,0.0006858804,0.0005990333,0.0006857747,0.1327883,0.0004311218,0.001542644,0.1722468],"study_design_scores_gemma":[0.0001623272,0.006080435,0.9155225,0.0001921353,0.0003812123,0.004837564,0.0005983423,0.003267367,0.06242641,0.000849598,0.005584483,0.00009778026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9122586,0.02485379,0.04585942,0.0004558187,0.000407602,0.0006418806,0.001693561,0.0003198877,0.01350941],"genre_scores_gemma":[0.9637836,0.003615757,0.02771029,0.0002681397,0.0003458901,0.0006700467,0.0006120607,0.00004894764,0.002945165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003728839,"threshold_uncertainty_score":0.01247418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04619862707804666,"score_gpt":0.3966861510015882,"score_spread":0.3504875239235415,"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."}}