{"id":"W4390097283","doi":"10.2139/ssrn.4671837","title":"Effect of HBV Treatment on All-Cause and Liver-Related Death Among Individuals with HBV and Cirrhosis in British Columbia","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital; BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Cirrhosis; Medicine; Internal medicine; Virology; Hepatitis B virus; Gastroenterology; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007878434,0.0002711412,0.0006987829,0.0008384818,0.001310366,0.0009038941,0.001063154,0.0007761709,0.003052124],"category_scores_gemma":[0.004625394,0.0003360709,0.0009211295,0.001836149,0.0005670962,0.000387574,0.0007702396,0.00138635,0.0002371382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01066568,"about_ca_system_score_gemma":0.009939431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9574229,"about_ca_topic_score_gemma":0.9737329,"domain_scores_codex":[0.9989334,0.0003475879,0.00008003157,0.0001070955,0.0001366948,0.0003952527],"domain_scores_gemma":[0.9971185,0.0006024258,0.0004398527,0.0001290355,0.0006761858,0.001034087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001788728,0.0002038531,0.9912845,0.00006188078,0.0002838806,0.0001536371,0.0002900771,0.0002704757,0.0001987207,0.00008570199,0.0009860096,0.004392485],"study_design_scores_gemma":[0.00005448205,0.00008463192,0.9985583,0.00003097469,0.0001292516,0.00002989182,0.0005641681,0.0002085199,0.00003407189,0.0000299188,0.000265702,0.00001011946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995453,0.001159229,0.00001935243,0.0004407694,0.00002184981,0.00001148507,0.001220131,0.000004394511,0.001669801],"genre_scores_gemma":[0.9974217,0.0005735858,0.00002224763,0.0001198408,0.000007436114,0.00000674097,0.00056909,0.000003384043,0.001275913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04257715,"threshold_uncertainty_score":0.08565575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01703481925304884,"score_gpt":0.2735174814467853,"score_spread":0.2564826621937365,"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."}}