{"id":"W2081568260","doi":"10.3748/wjg.v20.i32.11033","title":"Chronic hepatitis C and liver fibrosis","year":2014,"lang":"en","type":"review","venue":"World Journal of Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":228,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Medicine; Transient elastography; Liver biopsy; Fibrosis; Liver disease; Chronic liver disease; Internal medicine; Hepatitis C virus; Stage (stratigraphy); Hepatitis C; Gastroenterology; Biopsy; Pathology; Cirrhosis; Immunology; Virus; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001649016,0.0003062951,0.002280444,0.0004439231,0.00003404805,0.00001792871,0.0001123411,0.00009320903,0.0002486561],"category_scores_gemma":[0.00001987051,0.0002081626,0.0007200787,0.00007963275,0.0001058617,0.00004492598,0.00006930943,0.0003761184,0.00004046917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002490162,"about_ca_system_score_gemma":0.0001528926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001387914,"about_ca_topic_score_gemma":0.000148982,"domain_scores_codex":[0.9983866,0.0002142695,0.000724829,0.000209381,0.0001781293,0.0002868568],"domain_scores_gemma":[0.9985106,0.000122324,0.0007637086,0.0002056328,0.00009183298,0.0003059034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002142493,0.0002724539,0.05252429,0.01156782,0.002350985,0.00116695,0.00001657689,2.247741e-7,1.826948e-7,0.00003613943,0.009261992,0.9225882],"study_design_scores_gemma":[0.001456695,0.004333631,0.01165609,0.01419542,0.006620036,0.003214137,6.527559e-7,0.000001489811,2.071564e-7,0.000005692541,0.9584383,0.00007768713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005195003,0.9985167,0.00002192114,0.000302967,0.0002756191,0.0002666393,0.00002363783,0.000006263562,0.00006675872],"genre_scores_gemma":[0.001724891,0.9964602,0.0003082012,0.0002808218,0.000940774,0.00001808642,0.00003109801,0.00003529154,0.0002006135],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9491763,"threshold_uncertainty_score":0.8488625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01802468741806643,"score_gpt":0.291093114859932,"score_spread":0.2730684274418655,"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."}}