{"id":"W2007928519","doi":"10.1016/j.vaccine.2013.09.018","title":"Shingles in Alberta: Before and after publicly funded varicella vaccination","year":2013,"lang":"en","type":"article","venue":"Vaccine","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health; University of Calgary","funders":"","keywords":"Shingles; Medicine; Chickenpox; Epidemiology; Demography; Pediatrics; Population; Chickenpox Vaccine; Vaccination; Internal medicine; Environmental health; Immunology; Varicella vaccine; Virus; Immunization","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007165792,0.0001116916,0.0001654927,0.0001847449,0.00003572636,0.0000458496,0.00002371672,0.00007637509,0.001618568],"category_scores_gemma":[0.00006032781,0.00008401055,0.000024015,0.0002669443,0.000002217983,0.0002231358,0.00002837706,0.00009766999,0.0001985467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006731188,"about_ca_system_score_gemma":0.00001561045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007542899,"about_ca_topic_score_gemma":0.01744924,"domain_scores_codex":[0.9993457,0.00001715825,0.0001910786,0.0001965581,0.00007568878,0.0001738452],"domain_scores_gemma":[0.9995937,0.00003667,0.00003436403,0.0001693514,0.00007072176,0.00009517438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000339479,0.0002630075,0.9230766,0.000028763,0.00004106758,0.00001412709,0.0001651317,5.1705e-7,0.00003223306,0.0002516911,0.0004935561,0.07559939],"study_design_scores_gemma":[0.002082145,0.0001670141,0.9845338,0.00002881391,0.00003579754,0.00003268263,0.00002469093,0.0003168897,0.0001147743,0.000695113,0.01189771,0.00007054954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911036,0.000114596,0.00003034018,0.002696247,0.00006379737,0.0003902574,0.000001243211,0.00003067636,0.005569199],"genre_scores_gemma":[0.9955486,0.00003204587,0.0003298696,0.0002932792,0.00006374237,0.0001237124,0.00001792975,0.0000155641,0.003575246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07552885,"threshold_uncertainty_score":0.9992941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007528532650273238,"score_gpt":0.2423684626485774,"score_spread":0.2348399299983042,"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."}}