{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01872627,0.00049631,0.0005730141,0.002097077,0.00125149,0.003924728,0.00248201,0.002833917,0.004254752],"category_scores_gemma":[0.06114274,0.0004140325,0.0006468346,0.002353344,0.002099434,0.004706078,0.002042535,0.003517122,0.0005285421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004535322,"about_ca_system_score_gemma":0.01804909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01397307,"about_ca_topic_score_gemma":0.01957799,"domain_scores_codex":[0.988246,0.005938516,0.001266709,0.0008877374,0.002706776,0.0009542729],"domain_scores_gemma":[0.9352721,0.03249566,0.01076715,0.001577738,0.01086435,0.009023027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002345111,0.0009421729,0.06746633,0.01058494,0.00009772969,0.0004835055,0.003943719,0.0007523344,0.0004584551,0.003282215,0.0470227,0.8647314],"study_design_scores_gemma":[0.0008240665,0.00339095,0.4251789,0.1051386,0.000559705,0.003414165,0.07458503,0.006174481,0.002064127,0.01976047,0.3585814,0.0003280532],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06098283,0.3130846,0.004165657,0.6059077,0.001987021,0.0003605311,0.0002354232,0.00039322,0.01288299],"genre_scores_gemma":[0.5639216,0.3655444,0.02396921,0.04090931,0.002935141,0.0007737504,0.000422571,0.00006044481,0.001463528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01872627,"threshold_uncertainty_score":0.0990352,"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."}}