{"id":"W4293462858","doi":"10.2196/37656","title":"Google Trends on Human Papillomavirus Vaccine Searches in the United States From 2010 to 2021: Infodemiology Study","year":2022,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Medicine; Human papillomavirus; Genital warts; Demography; Vaccination; Cervical cancer; Human papillomavirus vaccine; Virology; Cancer; Internal medicine; Gardasil","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003892057,0.0002744567,0.0007576553,0.0006936019,0.0004743756,0.00005726729,0.0004302791,0.00005505628,0.0006674668],"category_scores_gemma":[0.0004986291,0.000208285,0.00005662224,0.001916333,0.00005744332,0.0000725851,0.0002945382,0.0007645892,0.00003077343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000243944,"about_ca_system_score_gemma":0.0003607722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006385492,"about_ca_topic_score_gemma":0.004794172,"domain_scores_codex":[0.9943713,0.0027796,0.000681281,0.0006936178,0.0006114373,0.0008627794],"domain_scores_gemma":[0.9971903,0.0008497861,0.0001735473,0.0009398107,0.00009058542,0.000755969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005195969,0.001025636,0.9045303,0.00003029585,0.00003982092,0.00007670536,0.004140194,0.00003713115,0.000007898279,0.00007693941,0.07298485,0.0165306],"study_design_scores_gemma":[0.002059123,0.002071662,0.7237188,0.000005720709,8.370662e-7,0.000006679536,0.003474767,0.0001578416,8.228545e-8,0.00002939191,0.2683336,0.0001415138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520327,0.0004896227,0.000004205655,0.04456184,0.0001388395,0.001240548,0.0009562111,0.00008413557,0.0004919165],"genre_scores_gemma":[0.9714324,0.0001547253,0.00002528398,0.02289653,0.0001431522,0.0007341886,0.004047163,0.00003041166,0.0005361162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1953487,"threshold_uncertainty_score":0.9652997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09058190090256449,"score_gpt":0.3906912030771038,"score_spread":0.3001093021745393,"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."}}