{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004440719,0.0001876321,0.0004294169,0.0001879416,0.0001860163,0.00002129016,0.0001589424,0.00007656758,0.0001574397],"category_scores_gemma":[0.000296999,0.0001225921,0.0001593191,0.000389346,0.0002611433,0.00004377539,0.0001985768,0.0002676306,0.0001366874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003654109,"about_ca_system_score_gemma":0.0003594352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004153751,"about_ca_topic_score_gemma":0.001356138,"domain_scores_codex":[0.9975379,0.0006712611,0.0002517409,0.0005099127,0.0004427738,0.000586452],"domain_scores_gemma":[0.9973642,0.000803197,0.00005411009,0.0006556673,0.000842343,0.0002805192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003540805,0.003137379,0.9546753,0.00007446185,0.001066966,0.001986523,0.002277244,0.0003073543,0.02691478,0.0001144643,0.001281656,0.00462314],"study_design_scores_gemma":[0.001589288,0.004698313,0.8643025,0.0001830957,0.0001542079,0.00007170977,0.0001946323,0.00002122855,0.1285597,0.0000294081,0.0001505521,0.00004540605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953464,0.0002366906,0.00003551693,0.002843163,0.00006977945,0.0009621515,0.0001054914,0.00001219696,0.0003885576],"genre_scores_gemma":[0.9950907,0.0012311,0.001276962,0.00136994,0.00006298477,0.0005344324,0.00004010854,0.00002091762,0.0003728892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1016449,"threshold_uncertainty_score":0.6279257,"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."}}