{"id":"W4384820041","doi":"10.1038/s41467-023-39595-y","title":"Herpes zoster vaccine safety in the Aotearoa New Zealand population: a self-controlled case series study","year":2023,"lang":"en","type":"article","venue":"Nature Communications","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Medicine; Poisson regression; Adverse effect; Aotearoa; Population; Incidence (geometry); Confidence interval; Pediatrics; Emergency medicine; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001715267,0.0004466132,0.0006474353,0.0009290144,0.0008196743,0.0006869151,0.0005548201,0.0006471774,0.001160556],"category_scores_gemma":[0.006074531,0.0004773626,0.000672274,0.0007732364,0.001148369,0.0005886051,0.0005295989,0.0004930825,0.0001684715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001477543,"about_ca_system_score_gemma":0.00118466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03464099,"about_ca_topic_score_gemma":0.02072795,"domain_scores_codex":[0.9985583,0.0004167314,0.0001931232,0.0003561102,0.0003228988,0.0001528362],"domain_scores_gemma":[0.9968415,0.0006103605,0.001469151,0.0004283581,0.0003905402,0.0002601087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005481191,0.0008310877,0.9913877,0.00009690382,0.0001585658,0.00215122,0.001497543,0.00004006645,0.0007190181,0.00004710314,0.0001614467,0.002361219],"study_design_scores_gemma":[0.0003324961,0.002924511,0.9890193,0.00004673213,0.0001896218,0.004932659,0.001269042,0.0003266047,0.0002268149,0.0000422619,0.000665186,0.0000247456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994512,0.0001465636,0.00006259559,0.00001586996,0.000003172029,0.0001297423,0.00004808002,0.000001361251,0.0001412552],"genre_scores_gemma":[0.9993216,0.0001767131,0.0001314349,0.00003041019,0.00001315562,0.0001271909,0.0001112561,0.000001221556,0.00008707164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03464099,"threshold_uncertainty_score":0.06887871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02198023041577267,"score_gpt":0.3365945521713263,"score_spread":0.3146143217555536,"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."}}