{"id":"W4282923151","doi":"10.1200/op.22.00074","title":"Practical Implementation of Universal Hepatitis B Virus Screening for Patients With Cancer","year":2022,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Hepatitis B virus; Virology; Medicine; Hepatitis B; Virus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04796805,0.0006569514,0.0004603873,0.0006561893,0.007792107,0.004265704,0.002570704,0.004410896,0.01499866],"category_scores_gemma":[0.07274181,0.0008379023,0.0009837595,0.0004622126,0.002524842,0.004597242,0.01878504,0.007949937,0.0008283361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004378144,"about_ca_system_score_gemma":0.02632465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006262726,"about_ca_topic_score_gemma":0.01248007,"domain_scores_codex":[0.9540673,0.03529761,0.001786899,0.001027259,0.001687889,0.0061331],"domain_scores_gemma":[0.9325192,0.0256452,0.002839697,0.00272929,0.004265411,0.03200117],"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":[0.001820727,0.01099819,0.08674273,0.00428056,0.000213115,0.008659955,0.07541735,0.004665086,0.006080278,0.02229785,0.1400975,0.6387267],"study_design_scores_gemma":[0.002816919,0.01742137,0.2035368,0.008600767,0.000188634,0.004451218,0.3108767,0.006586037,0.005160583,0.06303488,0.3767324,0.0005937124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2903985,0.00331705,0.01961607,0.6159899,0.00629618,0.007810059,0.0002143757,0.0006650399,0.05569272],"genre_scores_gemma":[0.8889502,0.001479564,0.04764936,0.05053604,0.001223191,0.005525118,0.0002008684,0.00008378745,0.00435183],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04796805,"threshold_uncertainty_score":0.2536823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05120096316962811,"score_gpt":0.4249686905645237,"score_spread":0.3737677273948956,"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."}}