{"id":"W2994007015","doi":"10.26443/mjm.v12i1.732","title":"Suppressive valacyclovir therapy to reduce genital herpes transmission: Good public health policy?","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Transmission (telecommunications); Genital herpes; Asymptomatic; Incidence (geometry); Herpes Genitalis; Economic cost; Intensive care medicine; Herpes simplex virus; Valaciclovir; Environmental health; Immunology; Internal medicine; Virus; Viral disease; Herpesviridae","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0144729,0.0008139171,0.001409883,0.001800341,0.00226443,0.007633792,0.002154625,0.02299164,0.03120083],"category_scores_gemma":[0.0470719,0.0004825384,0.001533769,0.001164753,0.004037857,0.007310542,0.003408859,0.01488047,0.003400655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005836681,"about_ca_system_score_gemma":0.02563744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01386502,"about_ca_topic_score_gemma":0.01637933,"domain_scores_codex":[0.9888684,0.006470135,0.0006381171,0.0004810434,0.002196289,0.001346065],"domain_scores_gemma":[0.9675186,0.01761889,0.002670777,0.0009303727,0.003336624,0.007924732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008703289,0.002062846,0.004469603,0.003162271,0.000289187,0.001096543,0.0006647775,0.001676012,0.001174575,0.04414444,0.6137769,0.3266124],"study_design_scores_gemma":[0.002673541,0.001713074,0.02289425,0.02704875,0.0006645678,0.001176597,0.004004077,0.002313044,0.001005675,0.09724582,0.8389336,0.0003269957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001031116,0.01138946,0.0003136239,0.9786916,0.002886263,0.00006147656,0.00007253857,0.00004880917,0.005505016],"genre_scores_gemma":[0.04783591,0.03814171,0.004105448,0.8844358,0.01900896,0.0003956752,0.0001842721,0.00004675133,0.00584547],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03120083,"threshold_uncertainty_score":0.1043772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09236526939473677,"score_gpt":0.3680852227327999,"score_spread":0.2757199533380631,"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."}}