{"id":"W2032217650","doi":"10.1002/hep.26539","title":"Treatment as prevention: The breaking of taboos is required in the fight against hepatitis C among people who inject drugs","year":2013,"lang":"en","type":"letter","venue":"Hepatology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hepatology; Hepatitis C; Treatment as prevention; Population; Public health; Pegylated interferon; Incidence (geometry); Human immunodeficiency virus (HIV); Hepatitis; Hepatitis C virus; Internal medicine; Intensive care medicine; Environmental health; Virology; Virus; Ribavirin; Viral load; Antiretroviral therapy; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004519112,0.000519425,0.001435002,0.0004393796,0.0001703854,0.00005444954,0.0006846408,0.001061975,0.001773443],"category_scores_gemma":[0.0002610985,0.0003042069,0.0004339309,0.0006338438,0.0004434157,0.000124693,0.0001796555,0.001696086,0.0004226699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003918511,"about_ca_system_score_gemma":0.0007651195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03313287,"about_ca_topic_score_gemma":0.007549797,"domain_scores_codex":[0.9950551,0.001456995,0.0009451151,0.0007001181,0.0009584376,0.0008842372],"domain_scores_gemma":[0.9967345,0.0009515556,0.0004543251,0.001537209,0.0002423389,0.00008009138],"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":[0.00004598332,0.0001386485,0.2716103,0.0003032182,0.0003423377,0.00133587,0.008921758,2.670623e-7,0.00001840486,0.00004922918,0.7022979,0.01493608],"study_design_scores_gemma":[0.001887707,0.001082478,0.02298705,0.0006123791,0.0002570244,0.0003093354,0.0003114637,0.0007725967,0.0003779643,0.000290782,0.9707379,0.0003733516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.531872,0.001049557,0.000007464711,0.4369544,0.000327722,0.004199043,0.0001164396,0.00004971876,0.0254236],"genre_scores_gemma":[0.6658077,0.004829754,0.00005547802,0.3126658,0.001328319,0.003189111,0.0007214826,0.0001422631,0.01126007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.26844,"threshold_uncertainty_score":0.999941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03100002603115795,"score_gpt":0.3222312275852571,"score_spread":0.2912312015540991,"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."}}