{"id":"W2622712916","doi":"10.21037/amj.2017.05.10","title":"Hepatitis C antiviral therapy: the next generation","year":2017,"lang":"en","type":"article","venue":"AME Medical Journal","topic":"Hepatitis C virus research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Antiviral therapy; Hepatitis C; Virology; Intensive care medicine; Chronic hepatitis; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001492093,0.000109928,0.0002161177,0.00005904845,0.001031785,0.000426224,0.0005210834,0.0001260701,0.002598061],"category_scores_gemma":[0.002164433,0.00006023733,0.0001258576,0.00004977612,0.0004867348,0.0002930593,0.00009853198,0.001103502,0.0002951133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006503783,"about_ca_system_score_gemma":0.0005646463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004856714,"about_ca_topic_score_gemma":0.000240541,"domain_scores_codex":[0.9973443,0.0002043006,0.0002910384,0.0001480634,0.001655836,0.0003564835],"domain_scores_gemma":[0.9986514,0.00009044423,0.0001434211,0.0005073169,0.000179952,0.0004274611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004347684,0.00007101931,0.1457571,0.000004466262,0.00007289503,0.0009371832,0.000158331,6.513717e-8,0.003794014,0.000155897,0.02493957,0.824066],"study_design_scores_gemma":[0.005129115,0.001045959,0.5802548,0.0003626904,0.00005313104,0.002353879,0.0000688131,0.01413575,0.003610111,0.0005552566,0.3921454,0.0002851038],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9379385,0.0005949766,0.0005174817,0.04784913,0.000704899,0.000182095,0.000002219513,0.00001876682,0.01219191],"genre_scores_gemma":[0.9772114,0.01418301,0.0001878754,0.003661854,0.003931936,0.000008114806,0.000005440314,0.00002016988,0.0007901621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8237809,"threshold_uncertainty_score":0.9983137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1604078361741442,"score_gpt":0.4004591484683429,"score_spread":0.2400513122941986,"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."}}