{"id":"W4309009340","doi":"10.3390/v14112493","title":"Global Real-World Evidence of Sofosbuvir/Velpatasvir as a Highly Effective Treatment and Elimination Tool in People with Hepatitis C Infection Experiencing Mental Health Disorders","year":2022,"lang":"en","type":"article","venue":"Viruses","topic":"Hepatitis C virus research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System; University of British Columbia","funders":"","keywords":"Sofosbuvir; Medicine; Internal medicine; Ribavirin; Hepatitis C; Regimen; Population; Mental health; Hepatitis C virus; Psychiatry; Immunology; Virus","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":[],"consensus_categories":[],"category_scores_codex":[0.0003316718,0.0001587584,0.0003375445,0.0002416425,0.0002133537,0.00001780929,0.00004756614,0.00002436157,0.0001108867],"category_scores_gemma":[0.0001311386,0.0001415734,0.0000359525,0.0008703153,0.0000827461,0.0003089061,0.00009409784,0.0001116867,0.000003840482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002465814,"about_ca_system_score_gemma":0.0004431449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.283026,"about_ca_topic_score_gemma":0.2351151,"domain_scores_codex":[0.9982796,0.0003307294,0.0002865729,0.0003424489,0.0004881654,0.0002725176],"domain_scores_gemma":[0.9993783,0.0001788103,0.0001268459,0.0001926441,0.00004122883,0.00008219368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008943945,0.0003375264,0.9029347,0.000107233,0.00003927454,0.00001112348,0.005371299,0.00005682423,0.0008193829,0.0001862807,0.00007394733,0.08916802],"study_design_scores_gemma":[0.0020293,0.008300483,0.9842376,0.0002949346,0.00002126337,0.00001831506,0.0008395773,0.0004157791,0.002388547,0.00003483737,0.00128011,0.0001393118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965858,0.0005962107,0.00004000797,0.0005937745,0.00006056063,0.001675374,0.00007969622,0.00004217134,0.0003264258],"genre_scores_gemma":[0.9934848,0.005269048,0.0001191823,0.0001995238,0.00001881454,0.0008226984,0.00003430825,0.00001745024,0.00003417368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08902871,"threshold_uncertainty_score":0.7788421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02496654033305803,"score_gpt":0.366227271004931,"score_spread":0.341260730671873,"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."}}