{"id":"W2999514684","doi":"10.1093/cid/ciaa013","title":"Hepatitis B Virus RNA as Early Predictor for Response to Pegylated Interferon Alpha in HBeAg-Negative Chronic Hepatitis B","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"Roche","keywords":"cccDNA; Medicine; HBsAg; HBeAg; Hepatitis B virus; RNA; Pegylated interferon; Hepatology; Virology; Hepatitis B; Gastroenterology; Chronic hepatitis; Internal medicine; Immunology; Virus; Biology; Ribavirin; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001870714,0.0003552619,0.0005667263,0.0003167052,0.0001748063,0.0003547352,0.0001797882,0.0005065109,0.001060583],"category_scores_gemma":[0.003298081,0.0002134593,0.0003309617,0.000189883,0.0002324808,0.0002987783,0.0001594871,0.0007303429,0.0002085571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002344843,"about_ca_system_score_gemma":0.0002235928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003057982,"about_ca_topic_score_gemma":0.0003595272,"domain_scores_codex":[0.9995684,0.0002326541,0.00003742987,0.00006580169,0.0000546356,0.00004103957],"domain_scores_gemma":[0.9975675,0.001118412,0.0007037346,0.00008044235,0.0001682122,0.0003616197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06545883,0.001097178,0.9096195,0.0001243076,0.0002276269,0.00007330077,0.00008934457,0.0003901971,0.004826377,0.00002043896,0.0002649948,0.01780786],"study_design_scores_gemma":[0.003809588,0.02091498,0.9697036,0.00005123548,0.0003797393,0.000338941,0.00006656315,0.002147532,0.001934306,0.00006816491,0.0005692937,0.00001592874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990119,0.0006270231,0.00008236342,0.00003150255,0.000009524235,0.00003706969,0.00005802329,0.000003965108,0.0001386477],"genre_scores_gemma":[0.9993819,0.00009643038,0.0001691809,0.00004066235,0.00001848517,0.00003832365,0.000158001,0.000001658968,0.00009545776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001870714,"threshold_uncertainty_score":0.009893417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04232111792182822,"score_gpt":0.3670322530345266,"score_spread":0.3247111351126984,"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."}}