{"id":"W2611054310","doi":"10.25011/cim.v40i2.28198","title":"Liver enzyme normalization predicts success of Hepatitis C oral direct-acting antiviral treatment","year":2017,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Hepatitis C virus research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Hepatitis C virus; Internal medicine; Liver enzyme; Antiviral therapy; Hepatitis C; Gastroenterology; Interferon; Antiviral treatment; Viral load; Viral hepatitis; Chronic hepatitis; Virus; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001154431,0.0003439793,0.0003634355,0.0005273892,0.0002076218,0.0005699763,0.0002422594,0.0003593572,0.003112849],"category_scores_gemma":[0.007974667,0.0001040679,0.0003009674,0.0004040281,0.0003726199,0.0003858853,0.0002906894,0.0006481499,0.0005069371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004126008,"about_ca_system_score_gemma":0.0004024743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004174429,"about_ca_topic_score_gemma":0.006437108,"domain_scores_codex":[0.9994867,0.000197358,0.0000598952,0.00007176547,0.000113169,0.00007108134],"domain_scores_gemma":[0.9922504,0.003581003,0.002376912,0.0002657634,0.0004582307,0.001067635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003740168,0.0000339166,0.9952362,0.00001351852,0.00002668018,0.00001857721,0.00001174681,0.0001279307,0.0001303735,0.000008949251,0.00008073606,0.003937372],"study_design_scores_gemma":[0.00001378793,0.0002319136,0.9980116,0.00002066887,0.00004486561,0.0001461555,0.00005522391,0.001062002,0.000222015,0.00003300987,0.0001536953,0.000005034401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966574,0.0008888202,0.0001698008,0.000128275,0.00001467317,0.0000187474,0.0002874672,0.00001255591,0.001822229],"genre_scores_gemma":[0.9995611,0.00007259828,0.00006110759,0.00001254476,0.00001062356,0.000002765253,0.0001335261,0.000001555101,0.0001441673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004174429,"threshold_uncertainty_score":0.01041353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2703350400001083,"score_gpt":0.4274751363306522,"score_spread":0.1571400963305439,"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."}}