{"id":"W4404007994","doi":"10.34172/hpp.43117","title":"Temporal trends in online searches related to COVID-19 vaccine safety: A digital infodemiology study","year":2024,"lang":"en","type":"article","venue":"Health Promotion Perspectives","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research; University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Vaccine safety; 2019-20 coronavirus outbreak; Vaccination; Public health; Environmental health; Demography; Virology; Internal medicine; Immunization; Immunology; Outbreak; Pathology","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":[0.001285674,0.0001595324,0.0002927741,0.004887857,0.0003599804,0.001711656,0.0004964091,0.000494698,0.003744974],"category_scores_gemma":[0.009544742,0.0001809047,0.0005903809,0.009713636,0.0002882058,0.002506832,0.0009687066,0.0007677093,0.0008831447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008054318,"about_ca_system_score_gemma":0.0007672628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02489809,"about_ca_topic_score_gemma":0.03202812,"domain_scores_codex":[0.9988814,0.0002280856,0.0002317758,0.0002084416,0.0002881496,0.0001622452],"domain_scores_gemma":[0.9855903,0.003490265,0.008016207,0.0004337831,0.001694401,0.000775183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001035318,0.00007352201,0.9900143,0.0001144721,0.00007549782,0.00008501491,0.0007268129,0.00007376614,0.00008466086,0.0002025711,0.001424062,0.007021879],"study_design_scores_gemma":[0.000004177093,0.00006030525,0.9944364,0.0000710905,0.00004135949,0.000187461,0.002011894,0.0005151731,0.0001028355,0.00004905102,0.002512483,0.000007845319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837152,0.0008935528,0.0001417212,0.0006522019,0.00001360345,0.0000392863,0.01115565,0.00001733721,0.00337144],"genre_scores_gemma":[0.9917117,0.0007187543,0.0002306759,0.0001755164,0.00003843382,0.00005243685,0.00607936,0.0000130063,0.0009800307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02489809,"threshold_uncertainty_score":0.04950631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0771233517664646,"score_gpt":0.4526640265237613,"score_spread":0.3755406747572966,"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."}}