{"id":"W4386192233","doi":"10.14740/gr1614","title":"Sex and Race Disparities in Hepatocellular Carcinoma Surveillance in Patients With Chronic Hepatitis B During COVID-19: A Single-Center Retrospective Review","year":2023,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Pandemic; Retrospective cohort study; Medical record; Liver cancer; Exact test; HBsAg; Hepatitis B; Hepatitis B virus; Coronavirus disease 2019 (COVID-19); Internal medicine; Disease; Virology; Virus; Infectious disease (medical specialty)","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":[0.001400635,0.0002331307,0.0008196146,0.0006286415,0.0001723121,0.00001969132,0.0001435576,0.00008926207,0.00004909656],"category_scores_gemma":[0.001015901,0.0002096547,0.00004250446,0.0008144256,0.0005885119,0.0001014797,0.0004017063,0.0007446087,0.00002499101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001390442,"about_ca_system_score_gemma":0.0001576579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005025961,"about_ca_topic_score_gemma":0.06414472,"domain_scores_codex":[0.9962345,0.0008334212,0.0004336824,0.0006819317,0.0006287413,0.001187688],"domain_scores_gemma":[0.9988834,0.0001760636,0.00007076722,0.0003881548,0.0002132836,0.0002682787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001006864,0.0002198836,0.9948095,0.002020195,0.00004631794,0.0007677439,0.0003304026,0.000001617237,0.00004646217,0.000004208239,0.000703158,0.00004363938],"study_design_scores_gemma":[0.005665805,0.001953141,0.9909718,0.0009951644,0.000007321381,0.00004726453,0.00002084545,0.0001183578,0.00001415826,0.00001451138,0.00009260445,0.00009900595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920793,0.001963444,0.000004682509,0.004048504,0.0000401397,0.001693962,0.00006808945,0.00005610075,0.00004576335],"genre_scores_gemma":[0.9913273,0.007392015,0.0000201759,0.0005105888,0.00004190362,0.0004104286,0.00007909819,0.00003931785,0.0001791517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05911876,"threshold_uncertainty_score":0.9529322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03832182917366564,"score_gpt":0.3144416352853101,"score_spread":0.2761198061116444,"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."}}