{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004200724,0.0001112405,0.00031531,0.00009762558,0.000292572,0.000004861398,0.00005541733,0.00004759223,0.0008911544],"category_scores_gemma":[0.000750703,0.0001066269,0.00004678263,0.0002053987,0.00008635758,0.0003473902,0.0001272087,0.0002855459,0.00000382282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00062508,"about_ca_system_score_gemma":0.0007218629,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02004223,"about_ca_topic_score_gemma":0.0102995,"domain_scores_codex":[0.9985962,0.0002658418,0.0002814538,0.0002357213,0.000382916,0.00023785],"domain_scores_gemma":[0.9973895,0.001382266,0.0005001033,0.0001436666,0.0005159786,0.00006850137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005319005,0.001255224,0.9336485,0.00005349447,0.000753227,0.00009976121,0.001629114,0.00002636297,0.0002187871,0.0009970827,0.02583929,0.03016012],"study_design_scores_gemma":[0.007556751,0.009046004,0.3570485,0.00001502725,0.001115516,0.0000552432,0.003483512,0.0001109875,0.0003505648,0.00001133464,0.6210524,0.0001541653],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592519,0.0001159636,0.005601638,0.02742619,0.0005621296,0.002599117,0.0006757054,0.0000709864,0.003696396],"genre_scores_gemma":[0.9369317,0.0002809504,0.0590823,0.002684696,0.00009817325,0.0005676969,0.0001390368,0.00003263292,0.0001828416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5952131,"threshold_uncertainty_score":0.9864834,"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."}}