{"id":"W2403025629","doi":"10.2147/ceor.s102243","title":"The changing landscape of antiviral treatment of herpes zoster: a 17-year population-based cohort study","year":2016,"lang":"en","type":"article","venue":"ClinicoEconomics and Outcomes Research","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Famciclovir; Rash; Medical prescription; Incidence (geometry); Population; Antiviral treatment; Antiviral therapy; Observational study; Shingles; Cohort; Pediatrics; Internal medicine; Immunology; Virus; Pharmacology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008784723,0.00009645643,0.0003927923,0.0001994509,0.0001564108,0.00001743804,0.00005356755,0.00004898696,0.00005360127],"category_scores_gemma":[0.00009820523,0.00004709935,0.0001168891,0.00009857456,0.0001068651,0.00003354091,0.00003743938,0.00004154095,0.00001173891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000759469,"about_ca_system_score_gemma":0.00008287115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002620101,"about_ca_topic_score_gemma":0.0002124237,"domain_scores_codex":[0.9989499,0.00009748597,0.000396589,0.0002020404,0.0001275623,0.000226352],"domain_scores_gemma":[0.998147,0.001245092,0.00009908852,0.0003521765,0.00009449373,0.00006211695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001369294,0.0005707782,0.8546948,0.000008078119,0.0002421694,0.000002158378,0.00009804378,5.561122e-7,0.000003105336,0.00007902953,0.00001365496,0.1441506],"study_design_scores_gemma":[0.004058295,0.001270715,0.9914256,0.00002658344,0.00005481557,5.855035e-7,0.0004005723,0.0001143291,0.0001414111,0.00005402182,0.002405802,0.00004720754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975814,0.00008902088,0.000004003048,0.0005150629,0.00007551363,0.000794236,0.00002699362,0.000007460109,0.000906259],"genre_scores_gemma":[0.9977664,0.0004233024,0.00003516737,0.00001379376,0.00003936263,0.00005754811,0.000005747742,0.00001295509,0.00164569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1441034,"threshold_uncertainty_score":0.1920656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06099408973972129,"score_gpt":0.424700146291634,"score_spread":0.3637060565519127,"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."}}