{"id":"W2087233552","doi":"10.1016/j.jhep.2013.07.043","title":"Is there sufficient evidence to recommend antiviral therapy in hepatitis C?","year":2013,"lang":"en","type":"review","venue":"Journal of Hepatology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Internal medicine; Cirrhosis; Pegylated interferon; Hepatitis C; Hepatitis C virus; Surrogate endpoint; Biomarker; Cohort; Oncology; Clinical trial; Antiviral therapy; Gastroenterology; Ribavirin; Chronic hepatitis; Immunology; Virus","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00141691,0.0004626788,0.00364474,0.001433422,0.00004463668,0.00004703435,0.0006331693,0.000556191,0.00189873],"category_scores_gemma":[0.0009337118,0.0003174379,0.0007452977,0.0008517033,0.0001121736,0.0001821953,0.0001596741,0.001743902,0.0007617543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007008159,"about_ca_system_score_gemma":0.001746412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007910519,"about_ca_topic_score_gemma":0.0002494486,"domain_scores_codex":[0.9951168,0.00108984,0.001935256,0.0004194406,0.000740107,0.0006986083],"domain_scores_gemma":[0.9968213,0.0008556434,0.0008616174,0.0005764104,0.0005145979,0.0003703803],"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":[0.00007522638,0.0002205477,0.07211997,0.002112709,0.0002082175,0.001342006,0.0002202411,7.008064e-8,0.000004654887,0.000006333495,0.02306293,0.9006271],"study_design_scores_gemma":[0.0005832542,0.002345872,0.001103077,0.01985924,0.0001324246,0.001197822,0.00001311874,0.00001205443,0.00002396224,0.0000143305,0.974461,0.0002539016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02725622,0.9668953,0.00001930492,0.003080281,0.0005740184,0.00134837,0.00001718824,0.00001013666,0.0007992186],"genre_scores_gemma":[0.003135924,0.9941273,0.0007526372,0.001141974,0.0002991342,0.00007001707,0.000004739446,0.0000804657,0.0003878008],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.951398,"threshold_uncertainty_score":0.9999278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2443953022048422,"score_gpt":0.4737302227109124,"score_spread":0.2293349205060702,"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."}}