{"id":"W2293984687","doi":"10.1093/cid/civ1222","title":"How Generalizable Are the Results From Trials of Direct Antiviral Agents to People Coinfected With HIV/HCV in the Real World?","year":2016,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Hepatitis C virus research","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; St. Paul's Hospital; McGill University Health Centre; B.C. Women's Hospital & Health Centre; Canadian Institutes of Health Research; University Health Network; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Dasabuvir; Sofosbuvir; Medicine; Ombitasvir; Simeprevir; Daclatasvir; Ledipasvir; Paritaprevir; Internal medicine; Population; Coinfection; Ritonavir; Clinical trial; Cohort; Virology; Hepatitis C virus; Ribavirin; Viral load; Human immunodeficiency virus (HIV); Virus; Antiretroviral therapy; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002464688,0.0002286007,0.001118639,0.0001852294,0.0001093808,0.00008483447,0.0002952986,0.0001009112,0.00009874737],"category_scores_gemma":[0.02480755,0.00009410167,0.0003341997,0.0009522465,0.0003316665,0.0001205877,0.000118937,0.0002633127,0.00006911522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008715726,"about_ca_system_score_gemma":0.000297217,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00252868,"about_ca_topic_score_gemma":0.01964483,"domain_scores_codex":[0.9945781,0.002745793,0.00105871,0.000525965,0.0006672884,0.0004241297],"domain_scores_gemma":[0.9873157,0.01070117,0.0004464144,0.0009939942,0.0002607077,0.0002820062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001436939,0.0008937899,0.9627143,0.00002138227,0.0001607006,0.00007840977,0.0001264108,0.000007113084,0.0001023339,0.00002681307,0.02539409,0.009037673],"study_design_scores_gemma":[0.006610543,0.0007932097,0.9803164,0.0003624838,0.0002375359,5.880408e-7,0.0000656594,0.00005035935,0.0001829955,0.000115293,0.01111602,0.0001489331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826066,0.00007891189,0.0001022401,0.008562982,0.0001876098,0.001487982,0.001328703,0.00008460572,0.005560362],"genre_scores_gemma":[0.9963353,0.0005173187,0.00002114172,0.0009014399,0.0006014591,0.0001628179,0.00009325667,0.00003466894,0.001332548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02234286,"threshold_uncertainty_score":0.9982441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1319814212303927,"score_gpt":0.4227392892891788,"score_spread":0.2907578680587861,"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."}}