{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009906461,0.0002674346,0.000517783,0.005593926,0.0004076965,0.001518808,0.0005620699,0.0004949108,0.002350335],"category_scores_gemma":[0.00593594,0.0002592591,0.001231454,0.01080323,0.0002904155,0.002075036,0.001164479,0.000851177,0.0008121004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012839,"about_ca_system_score_gemma":0.001295588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07759877,"about_ca_topic_score_gemma":0.09557912,"domain_scores_codex":[0.9989987,0.000158574,0.0001841636,0.0002084392,0.0002929921,0.0001571828],"domain_scores_gemma":[0.9924127,0.001419272,0.004033567,0.0002693038,0.001228152,0.0006369853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001536371,0.00008000257,0.9885844,0.0003382956,0.0002407398,0.00007497599,0.0005980553,0.0001704261,0.00007809113,0.0001309726,0.003880872,0.005669506],"study_design_scores_gemma":[0.00000687091,0.0000719933,0.9955811,0.00009672765,0.0001021462,0.0001472357,0.00112175,0.0004375688,0.00006778552,0.00002342267,0.00233529,0.000008060611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9391517,0.002082569,0.00009747347,0.0005754399,0.0000272895,0.00005813417,0.05420595,0.00005135757,0.003750111],"genre_scores_gemma":[0.9723223,0.00129114,0.0001976546,0.0002177667,0.00005003883,0.00008309633,0.02474723,0.00002318767,0.001067522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07759877,"threshold_uncertainty_score":0.1542941,"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."}}