{"id":"W4414498451","doi":"10.1101/2025.09.23.25336463","title":"Global Prevalence of Tobacco Smoking in People Living with Hepatitis C - Implications for Maximizing the Health Benefits from Antiviral Therapy: A Meta-Analysis","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hepatitis C; Hepatitis C virus; Tobacco use; Epidemiology; Cigarette smoking; Global health; Public health; Smoking cessation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02546557,0.003242764,0.01630065,0.007147742,0.0006331873,0.004793408,0.002344076,0.00266937,0.003170529],"category_scores_gemma":[0.03855519,0.001887626,0.07770465,0.006688361,0.0007817258,0.002152065,0.002045739,0.002573667,0.0002851906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002131406,"about_ca_system_score_gemma":0.002085856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005716305,"about_ca_topic_score_gemma":0.007415291,"domain_scores_codex":[0.9852957,0.008040314,0.003448769,0.001524631,0.001290614,0.0004000422],"domain_scores_gemma":[0.9732319,0.02036093,0.003175418,0.001253699,0.001599441,0.0003785584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00112399,0.00001962955,0.009594141,0.03323409,0.9517202,0.00007061327,0.0000290575,0.0005417108,0.00009606986,0.00007862551,0.0001734667,0.003318421],"study_design_scores_gemma":[0.0002331519,0.0001081621,0.005485636,0.003365807,0.9897093,0.00006047374,0.00002634314,0.0003690231,0.00005937657,0.0001862552,0.0003801603,0.00001636421],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02045322,0.9748955,0.002146158,0.0005520872,0.0003701321,0.0003226414,0.0007492524,0.00005005378,0.000461053],"genre_scores_gemma":[0.6699708,0.3201374,0.004851553,0.001344642,0.0005944612,0.001157674,0.001336801,0.00007219282,0.0005345609],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02546557,"threshold_uncertainty_score":0.1346765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06635859648837969,"score_gpt":0.3328911094061965,"score_spread":0.2665325129178169,"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."}}