{"id":"W4412045394","doi":"10.14740/gr2042","title":"Trends in Hepatitis C and Hepatitis B Deaths Identify Successes and Disparities, Alameda County, CA, 2005 - 2022","year":2025,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hepatitis B; Hepatitis; Virology; Hepatitis C; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001978501,0.0002543358,0.0006431573,0.002229759,0.0002658117,0.0001488043,0.0002832828,0.0002418346,0.0009608352],"category_scores_gemma":[0.000549397,0.000258128,0.00005836433,0.0008509269,0.001277381,0.0002412428,0.0007732773,0.001393356,0.00002619093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003465602,"about_ca_system_score_gemma":0.0002619012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03362759,"about_ca_topic_score_gemma":0.1579305,"domain_scores_codex":[0.9954436,0.000844864,0.0005184336,0.0007903429,0.0008551512,0.001547653],"domain_scores_gemma":[0.9983174,0.0004340996,0.0000438031,0.0005069627,0.0002994041,0.0003983972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004917065,0.0001660254,0.9427803,0.0002145657,0.00009712946,0.0006272341,0.00008703573,5.302604e-7,0.0002642173,0.0002822245,0.04414848,0.01084062],"study_design_scores_gemma":[0.002519336,0.0005618238,0.981625,0.0002111246,0.00002536021,0.0001180177,0.00005974706,0.0007365954,0.00008811682,0.0003466768,0.01361122,0.00009693639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812594,0.002303247,0.0000556596,0.01221038,0.0001365802,0.0004941689,0.0002371429,0.00003496872,0.003268419],"genre_scores_gemma":[0.9740893,0.01764585,0.0001498205,0.0008243228,0.00007668351,0.000287821,0.0001785832,0.00003256994,0.006715034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1243029,"threshold_uncertainty_score":0.9999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03131143951366518,"score_gpt":0.3913165534214087,"score_spread":0.3600051139077435,"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."}}