{"id":"W2167324526","doi":"10.1186/2046-4053-3-31","title":"Hepatitis C virus infection among HIV-positive men who have sex with men: protocol for a systematic review and meta-analysis","year":2014,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Hepatitis C virus research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institutes of Health; York University; Center for Drug Use and HIV Research","keywords":"Medicine; Men who have sex with men; Psychological intervention; Meta-analysis; Transmission (telecommunications); Population; Hepatitis C; Sexual transmission; Incidence (geometry); Epidemiology; Hepatitis C virus; Environmental health; Systematic review; Demography; Immunology; Human immunodeficiency virus (HIV); Internal medicine; MEDLINE; Virus; Syphilis; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"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","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.01618595,0.001934104,0.05672918,0.001042234,0.0002579369,0.0002969046,0.0005112732,0.0005451714,0.0003169061],"category_scores_gemma":[0.004363993,0.0009267228,0.006438375,0.001761178,0.0001914857,0.0002681602,0.0001702,0.0007428689,0.0003957058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006940999,"about_ca_system_score_gemma":0.0003296532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000976657,"about_ca_topic_score_gemma":0.0008551186,"domain_scores_codex":[0.9747034,0.01301128,0.008222375,0.001620033,0.001632061,0.0008108767],"domain_scores_gemma":[0.9854813,0.002198393,0.007525617,0.003246809,0.0009393277,0.0006085109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000004688513,0.00006349447,0.00004036187,0.8657892,0.1242467,0.00001958318,0.00008122686,1.179951e-7,1.291281e-8,0.00001401314,0.009145686,0.0005949602],"study_design_scores_gemma":[0.000251443,0.0002692932,9.658399e-7,0.4584564,0.4560908,0.0001014626,0.000004502978,0.0001977585,1.498139e-7,0.000001247441,0.08419254,0.0004334726],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.057938e-9,0.5190321,0.002620385,0.00002915511,0.000003081967,0.4750076,0.0001166038,0.00004405409,0.00314703],"genre_scores_gemma":[4.422838e-8,0.4965985,0.0002150234,0.000112043,0.00005250116,0.4933899,0.0001415734,0.0001254603,0.009364962],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4073328,"threshold_uncertainty_score":0.9993402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1225566355515171,"score_gpt":0.4380988911384076,"score_spread":0.3155422555868905,"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."}}