{"id":"W4400148419","doi":"10.14740/gr1735","title":"Association of Baseline Hepatitis B Virus DNA and On-Treatment Risk of Cirrhosis and Hepatocellular Carcinoma","year":2024,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Gilead Sciences","keywords":"Hepatocellular carcinoma; Medicine; Cirrhosis; Hepatitis B virus; Internal medicine; Gastroenterology; Virology; Carcinoma; Hepatitis C virus; Virus; Oncology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001347294,0.0001412798,0.0004763732,0.0003824567,0.00007860157,0.00001031201,0.00004610345,0.0001011615,0.00006478202],"category_scores_gemma":[0.0005593318,0.0001133732,0.00007235259,0.0001673849,0.000287446,0.00003452463,0.0001095862,0.0002878696,0.00001160909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000227352,"about_ca_system_score_gemma":0.00006041431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009153254,"about_ca_topic_score_gemma":0.00511097,"domain_scores_codex":[0.9979674,0.0005583203,0.0003299148,0.0003395979,0.0004142848,0.0003904828],"domain_scores_gemma":[0.9986714,0.0006573707,0.00007579581,0.0002170538,0.000262625,0.0001157734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004091854,0.0001735324,0.9865166,0.0002196291,0.0005564713,0.00009577705,0.0005870721,3.294097e-7,0.007544291,0.00002815821,0.001360099,0.002508833],"study_design_scores_gemma":[0.001089587,0.004620277,0.9808802,0.0001388785,0.0002097599,0.00002493357,0.00003372566,0.002035566,0.01033836,0.00007835698,0.0005102431,0.00004012507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959391,0.001525179,0.00003958043,0.001578727,0.00007599511,0.0004122615,0.0002963725,0.00001953898,0.0001132051],"genre_scores_gemma":[0.9885128,0.01078618,0.0001546716,0.00004894481,0.00007399048,0.0000595842,0.00001928559,0.00001945966,0.000325057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009260996,"threshold_uncertainty_score":0.9974449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03752426255021491,"score_gpt":0.3240745288996004,"score_spread":0.2865502663493855,"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."}}