{"id":"W2057611456","doi":"10.3747/co.v17i6.653","title":"Screening for Hepatitis B Surface Antigen before Chemotherapy: Current Practice and Opportunities for Improvement","year":2010,"lang":"en","type":"article","venue":"Current Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Antigen; Hepatitis B; Current (fluid); Immunology; Virology; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004992837,0.0002253933,0.0004153607,0.00007345244,0.0001685012,0.00002999861,0.00007342071,0.0001394385,0.00005134423],"category_scores_gemma":[0.000160075,0.0001960174,0.0001510137,0.00004881643,0.0001158707,0.0001307927,0.00004337649,0.0002455787,0.000001967579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000667261,"about_ca_system_score_gemma":0.0002315493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002567903,"about_ca_topic_score_gemma":0.0000592839,"domain_scores_codex":[0.998769,0.0000373585,0.0003145879,0.0003593435,0.000140715,0.0003789382],"domain_scores_gemma":[0.9987749,0.0003126515,0.0001905831,0.0002072514,0.0002938894,0.0002207073],"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":[0.000394621,0.0005249169,0.1979635,0.0002843655,0.0001282581,0.000008952547,0.0004698786,4.063797e-8,0.001229815,0.0006129137,0.002804164,0.7955786],"study_design_scores_gemma":[0.004805184,0.003291216,0.006793112,0.00006991437,0.0003995904,0.00004263142,0.0002287838,0.003064572,0.002629855,0.0002629145,0.978211,0.0002012084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970583,0.004263554,0.00912655,0.01077282,0.001669106,0.00313323,0.0001550327,0.00007368741,0.0002230203],"genre_scores_gemma":[0.9733775,0.004276955,0.01941216,0.0005398408,0.0008230767,0.0007073916,0.0005680019,0.0000579882,0.0002370706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9754068,"threshold_uncertainty_score":0.7993358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2407224987567758,"score_gpt":0.4004000423523305,"score_spread":0.1596775435955546,"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."}}