{"id":"W2025984185","doi":"10.1007/s11901-010-0053-3","title":"Hepatitis B Biomarkers: Clinical Significance of the Old and the New","year":2010,"lang":"en","type":"article","venue":"Current Hepatology Reports","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Biomarker; Hepatology; Hepatitis B virus; Liver disease; Hepatitis B; Immunology; Asymptomatic; Hepatitis; Disease; Internal medicine; Virus; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009773267,0.0001674789,0.0006452549,0.00003896785,0.0001313082,0.000008148351,0.0001215771,0.0001502976,0.00007734058],"category_scores_gemma":[0.002852281,0.00008789376,0.0002174251,0.0001753726,0.002001292,0.00003666728,0.0001984269,0.0006084712,0.000006511666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000127282,"about_ca_system_score_gemma":0.0003609901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002364,"about_ca_topic_score_gemma":0.004205062,"domain_scores_codex":[0.9980084,0.0001963131,0.0009258266,0.0003820912,0.0002416985,0.0002456337],"domain_scores_gemma":[0.9978268,0.0004916197,0.000546904,0.0008514659,0.0001467705,0.0001364875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006902767,0.00007765302,0.9596354,0.0000453908,0.000128769,0.0001002532,0.0001710457,1.395704e-8,0.0001597915,0.001050764,0.01916372,0.01939816],"study_design_scores_gemma":[0.00120868,0.00006099166,0.9058723,0.00008673654,0.0002722656,0.001547149,0.000008867996,0.00006383472,0.0006101424,0.00204544,0.08811101,0.0001125854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841011,0.002898917,0.00003991999,0.006301177,0.004854558,0.0007754288,0.000004823639,0.00003525221,0.0009888264],"genre_scores_gemma":[0.9964764,0.002323378,0.0001829468,0.0004075229,0.0002783145,0.00003744389,0.000003232936,0.00001472388,0.0002760646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06894729,"threshold_uncertainty_score":0.7373844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03479730624017773,"score_gpt":0.3458342875049984,"score_spread":0.3110369812648207,"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."}}