{"id":"W4387805349","doi":"10.1097/hep.0000000000000639","title":"Letter to the Editor: Benefits of stopping therapy in patients with cirrhotic hepatitis B, true effect or residual confounding?","year":2023,"lang":"en","type":"letter","venue":"Hepatology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Hepatology; Erasmus+; Medicine; Internal medicine; Gastroenterology; Confounding; Public health; Liver disease; Family medicine; General surgery; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004474949,0.0005983106,0.001763349,0.0006241852,0.0001257578,0.00002046629,0.0003635253,0.0008380869,0.0001231485],"category_scores_gemma":[0.0006944473,0.0003530773,0.000134493,0.0006165155,0.0002795957,0.00005056166,0.0001704518,0.001731003,0.0002035397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002703529,"about_ca_system_score_gemma":0.0002342679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005062822,"about_ca_topic_score_gemma":0.0157998,"domain_scores_codex":[0.9962054,0.000580108,0.0007698705,0.0007369526,0.0008204575,0.0008871994],"domain_scores_gemma":[0.9967448,0.001720446,0.0003300924,0.0008511711,0.0002741792,0.0000792993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004564638,0.00002870148,0.4838275,0.0002092473,0.000214062,0.0003634483,0.000372425,0.000001554109,0.000001216476,0.000002907339,0.5137286,0.0007938748],"study_design_scores_gemma":[0.003300817,0.004526308,0.3850958,0.0009409906,0.0001635276,0.00003039524,0.000004912492,0.00000954285,0.00006461128,0.00000569187,0.6054543,0.0004030748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7356376,0.0001922706,0.000005308609,0.2553943,0.005792066,0.002520636,0.0001839181,0.0001097366,0.0001641672],"genre_scores_gemma":[0.2808435,0.0005128178,0.000108411,0.6939301,0.021916,0.0008463681,0.0004776079,0.0003166214,0.001048526],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4547941,"threshold_uncertainty_score":0.9998921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0237520238993249,"score_gpt":0.2780455236644873,"score_spread":0.2542934997651624,"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."}}