{"id":"W2620280314","doi":"10.1111/jvh.12727","title":"Prediction of long‐term clinical outcome in a diverse chronic hepatitis B population: Role of the PAGE‐B score","year":2017,"lang":"en","type":"article","venue":"Journal of Viral Hepatitis","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University of Toronto; Institute of Health Services and Policy Research; University Health Network","funders":"Foundation for Liver Research","keywords":"Medicine; Internal medicine; Hepatocellular carcinoma; Liver biopsy; Gastroenterology; Biopsy; Milan criteria; Stage (stratigraphy); Liver transplantation; Hepatitis B; Population; Chronic hepatitis; Hepatitis C; Transplantation; Oncology; Immunology","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":[0.002093182,0.0004965232,0.0004896776,0.0009640166,0.000367244,0.0009487492,0.0004350226,0.0006712465,0.0007137011],"category_scores_gemma":[0.005292865,0.0001673274,0.0003831994,0.0008150852,0.000400967,0.0006897275,0.0007845247,0.0007596174,0.0002683638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001585993,"about_ca_system_score_gemma":0.0002082628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002318311,"about_ca_topic_score_gemma":0.00184968,"domain_scores_codex":[0.9994009,0.0002896267,0.0000481344,0.0001044048,0.00009658739,0.00006036743],"domain_scores_gemma":[0.9973208,0.0008524766,0.0009075587,0.000152286,0.0002545626,0.0005122895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001044651,0.00001349891,0.9985979,0.000003307007,0.00004031003,0.00001910783,0.00001940791,0.0000728713,0.00005746234,0.000007605524,0.00003676646,0.001027222],"study_design_scores_gemma":[0.000007638666,0.0001501315,0.9984144,0.000005564731,0.00002768327,0.0001125791,0.00008790461,0.001032559,0.00003103393,0.00005642052,0.00006889304,0.000005043479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990896,0.0003360891,0.0001519822,0.00004933062,0.000005461242,0.000003606106,0.0001148953,0.000003235096,0.0002456664],"genre_scores_gemma":[0.9995106,0.0001025479,0.00007273909,0.00001362186,0.00001294173,0.000003756232,0.0002241045,0.000001511872,0.00005813453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002318311,"threshold_uncertainty_score":0.01106995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0561928007277373,"score_gpt":0.3431533523911885,"score_spread":0.2869605516634512,"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."}}