{"id":"W2897000227","doi":"10.1007/s11901-018-0432-8","title":"Hepatitis B Reactivation in the DAA Era: Minding the Gap Between the Black Box and Clinical Practice","year":2018,"lang":"en","type":"article","venue":"Current Hepatology Reports","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; HBsAg; Hepatology; Subclinical infection; Hepatitis B virus; Internal medicine; Hepatitis B; Hepatitis C; Hepatitis C virus; Immunosuppression; Immunology; Virology; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04754998,0.0009183458,0.003240983,0.002342932,0.003462502,0.01549282,0.003371953,0.0138197,0.0114239],"category_scores_gemma":[0.1009485,0.000905431,0.001179238,0.001346925,0.01346513,0.0346383,0.01035394,0.02344385,0.003503825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005059187,"about_ca_system_score_gemma":0.01482206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003124569,"about_ca_topic_score_gemma":0.006605639,"domain_scores_codex":[0.9720712,0.01716603,0.002489809,0.001863801,0.005135275,0.001274008],"domain_scores_gemma":[0.8134905,0.1319984,0.01008021,0.005942338,0.01569688,0.02279167],"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":[0.000754734,0.0005218522,0.01220065,0.005291964,0.0003642202,0.001079825,0.004593147,0.0009344221,0.001035107,0.08077214,0.3506785,0.5417734],"study_design_scores_gemma":[0.0003844303,0.0006195494,0.01260209,0.02490991,0.0002573067,0.002439522,0.01491856,0.002020534,0.0004818579,0.38291,0.5580651,0.0003911062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001435428,0.07857537,0.001794457,0.9097032,0.005152197,0.00001208881,0.00003905247,0.00006804516,0.003220221],"genre_scores_gemma":[0.160651,0.2735989,0.01166201,0.4481098,0.103447,0.0001586508,0.0001683715,0.0002091329,0.001995024],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04754998,"threshold_uncertainty_score":0.2514713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1310997197243566,"score_gpt":0.4636537443374163,"score_spread":0.3325540246130597,"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."}}