{"id":"W3211164941","doi":"10.3899/jrheum.211000","title":"Hepatitis B Screening Before Biologic or Targeted Synthetic Disease-modifying Antirheumatic Drug Therapy: Many Roads to Improvement","year":2021,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Medicine; Hepatitis B virus; Hepatitis B; HBsAg; Tofacitinib; Internal medicine; Immunology; Population; Asymptomatic; Rheumatoid arthritis; Intensive care medicine; Virus; Environmental health","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":[0.01323989,0.001205885,0.00198579,0.001845172,0.001867852,0.006119144,0.002179309,0.008597593,0.01664579],"category_scores_gemma":[0.05221419,0.0006259018,0.001002121,0.001026338,0.002077815,0.009906357,0.002384958,0.01588368,0.005296006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002565674,"about_ca_system_score_gemma":0.006781233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002572775,"about_ca_topic_score_gemma":0.005848483,"domain_scores_codex":[0.9927375,0.002757437,0.001016768,0.0006516829,0.002135316,0.0007012609],"domain_scores_gemma":[0.9396927,0.03284236,0.003616902,0.001554445,0.014058,0.008235587],"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":[0.0005962352,0.0004631841,0.001892755,0.003014978,0.0001280099,0.0003375376,0.0003478675,0.0002023921,0.0003676764,0.004921732,0.3906112,0.5971164],"study_design_scores_gemma":[0.0006249167,0.001393064,0.00929844,0.01401387,0.0003347063,0.001736972,0.001898905,0.0007864613,0.0005604282,0.02314793,0.9460169,0.0001873805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001689885,0.3343768,0.002046563,0.6183128,0.0374675,0.00004938065,0.0001565269,0.0003456831,0.005554812],"genre_scores_gemma":[0.03177798,0.5314497,0.01159556,0.2767408,0.1413972,0.000120121,0.0005595784,0.0002091077,0.006149973],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01664579,"threshold_uncertainty_score":0.07002008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0319474957822956,"score_gpt":0.2836173647292081,"score_spread":0.2516698689469125,"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."}}