{"id":"W1495768994","doi":"10.1111/j.1542-4758.2012.00748.x","title":"De novo <scp>HBV</scp> infection in a <scp>M</scp>ayo <scp>C</scp>linic hemodialysis population: Economic impact of reduced <scp>HBV</scp> testing and a call for changes in current <scp>US CDC</scp> guidelines on <scp>HBV</scp> testing protocols","year":2012,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; HBsAg; Cohort; Hepatitis B virus; Hemodialysis; Population; Hepatitis B; Retrospective cohort study; Internal medicine; Immunology; Virology; Environmental health; Virus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004080964,0.0001272542,0.0001254234,0.0006237125,0.0003589848,0.0006581499,0.0002506342,0.0002365604,0.0009800844],"category_scores_gemma":[0.001091421,0.0002055371,0.0002189313,0.0004719135,0.0002257192,0.0004174391,0.000371647,0.0003647128,0.000155035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006955015,"about_ca_system_score_gemma":0.0003731934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01036476,"about_ca_topic_score_gemma":0.02054584,"domain_scores_codex":[0.9997284,0.00004993188,0.00003395045,0.00007163661,0.00006063819,0.00005536673],"domain_scores_gemma":[0.9990655,0.0001115217,0.0005290915,0.00005392062,0.00008283948,0.0001571468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000192695,0.00001722791,0.998882,0.000002311838,0.000006895355,0.00008055434,0.00002950395,0.00001852145,0.0001275573,0.00001134932,0.00004941679,0.0007554174],"study_design_scores_gemma":[0.00000188922,0.00003401098,0.9992324,0.000002029257,0.000007322914,0.0003234639,0.00007901027,0.0001673691,0.00006360101,0.00001111269,0.0000768599,0.000001038467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995503,0.0000801785,0.00003329694,0.00003513773,0.000001348706,0.000003175379,0.00009497727,0.0000015177,0.0002000219],"genre_scores_gemma":[0.9995999,0.00008982376,0.00004903411,0.00002230796,0.000008122701,0.000002096769,0.0001346385,6.026164e-7,0.00009357525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01036476,"threshold_uncertainty_score":0.0206089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1025828505582572,"score_gpt":0.389771991279659,"score_spread":0.2871891407214018,"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."}}