{"id":"W2800817610","doi":"10.2196/10180","title":"Monitoring Interest in Herpes Zoster Vaccination: Analysis of Google Search Data","year":2018,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Eye Institute; National Institutes of Health; Research to Prevent Blindness","keywords":"Shingles; Medicine; Vaccination; Rash; Dermatology; Virology; Virus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001346097,0.0004808243,0.001022954,0.01950563,0.0002978261,0.001357127,0.0005131752,0.0006483003,0.0012996],"category_scores_gemma":[0.01168181,0.0001729194,0.001193153,0.02388597,0.0002933376,0.001671158,0.000881615,0.0004446051,0.0006726217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007022912,"about_ca_system_score_gemma":0.0009509691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01936081,"about_ca_topic_score_gemma":0.02220611,"domain_scores_codex":[0.9977921,0.0004193196,0.0005133164,0.0003618046,0.0006938464,0.0002196178],"domain_scores_gemma":[0.9886379,0.005699573,0.003763549,0.0003604549,0.001137,0.0004016221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007056308,0.0001074677,0.9412308,0.004954366,0.0008010766,0.000658976,0.001013196,0.001856853,0.0009996445,0.0005883853,0.01225349,0.03483009],"study_design_scores_gemma":[0.00003588256,0.0001380175,0.9823881,0.0003907753,0.0002921763,0.001018684,0.001596727,0.005067402,0.0004323641,0.0002424797,0.008356012,0.00004144392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8587148,0.006489886,0.0002828595,0.0004412655,0.00003932423,0.0001471677,0.1308927,0.0001356243,0.002856303],"genre_scores_gemma":[0.8876674,0.003201903,0.001555055,0.000141804,0.00007903318,0.0002414774,0.1063572,0.00004032541,0.0007157543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01950563,"threshold_uncertainty_score":0.03849626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1823257657081608,"score_gpt":0.4243754632357142,"score_spread":0.2420496975275534,"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."}}