{"id":"W2193264460","doi":"10.1371/journal.pone.0143836","title":"Are Interferon-Free Direct-Acting Antivirals for the Treatment of HCV Enough to Control the Epidemic among People Who Inject Drugs?","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Hepatitis C virus research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Centre for Disease Control; AIDS Vancouver","funders":"National Institute on Drug Abuse; Gilead Sciences; Pfizer; Canadian Institutes of Health Research; Bristol-Myers Squibb","keywords":"Medicine; Harm reduction; Transmission (telecommunications); Hepatitis C; Incidence (geometry); Internal medicine; Virology; Human immunodeficiency virus (HIV)","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":[],"consensus_categories":[],"category_scores_codex":[0.0009489434,0.0001777754,0.000739046,0.0000867284,0.0001151931,0.00002751101,0.000309943,0.0000659905,0.00003481686],"category_scores_gemma":[0.004765019,0.00009680804,0.0001331845,0.0002402019,0.00009853095,0.0000793207,0.00008029031,0.0001565189,0.00004032359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002479657,"about_ca_system_score_gemma":0.000104478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00160437,"about_ca_topic_score_gemma":0.001675537,"domain_scores_codex":[0.9981618,0.0002336206,0.0003679197,0.0002600869,0.0005611366,0.0004154146],"domain_scores_gemma":[0.9962528,0.002202915,0.0001993098,0.0008316736,0.0003371447,0.0001761894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003947139,0.004408649,0.8153658,0.000501854,0.004555524,0.00002338719,0.05930963,0.00006849687,0.008205203,0.0000455742,0.0193483,0.08422045],"study_design_scores_gemma":[0.05441943,0.03771428,0.3064832,0.007707252,0.005873821,0.000005392752,0.03684976,0.04892996,0.4006917,0.000454254,0.09905288,0.001818056],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782286,0.0009450908,0.0002277403,0.01198069,0.00005528985,0.003532648,0.0001401935,0.00005095369,0.004838783],"genre_scores_gemma":[0.9966403,0.0002065735,0.0002316267,0.0004479653,0.0002959688,0.0007178162,0.000006190979,0.00004368112,0.001409895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5088826,"threshold_uncertainty_score":0.5704517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1470492652581016,"score_gpt":0.3414621198262123,"score_spread":0.1944128545681107,"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."}}