{"id":"W3154586727","doi":"10.2196/28973","title":"People’s Willingness to Vaccinate Against COVID-19 Despite Their Safety Concerns: Twitter Poll Analysis","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Social media; Timeline; Public health; Polling; Pandemic; Public opinion; Public relations; Influencer marketing; Psychological intervention; Coronavirus disease 2019 (COVID-19); Medicine; Internet privacy; Business; Political science; Computer science; Nursing; Infectious disease (medical specialty); Marketing; Politics; Geography; Disease","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":[0.002663004,0.0002758074,0.0004011673,0.00158477,0.0006591879,0.001374681,0.0003544615,0.000827603,0.003970676],"category_scores_gemma":[0.01488795,0.0002340959,0.0006700238,0.001628504,0.0003926271,0.001814428,0.001380599,0.0008535103,0.001821678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004492386,"about_ca_system_score_gemma":0.0003533934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003106885,"about_ca_topic_score_gemma":0.003738662,"domain_scores_codex":[0.9981623,0.0009202383,0.0001797689,0.0002127997,0.0002353929,0.0002894775],"domain_scores_gemma":[0.9909686,0.004624719,0.001951979,0.0004021786,0.001412665,0.0006397731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001243688,0.0005071143,0.9061051,0.0008054465,0.0002894742,0.0003766847,0.02796306,0.0003588519,0.001570221,0.0005474689,0.01730386,0.04292895],"study_design_scores_gemma":[0.000082109,0.0005357637,0.9348909,0.0002265213,0.0001546212,0.0002207668,0.04772417,0.002548353,0.0006789152,0.0003939689,0.01245497,0.00008902339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989543,0.0001787217,0.0005871298,0.0008163538,0.00007872172,0.0002321372,0.005084749,0.00001821448,0.00346107],"genre_scores_gemma":[0.9918726,0.0002219934,0.0007494883,0.0008149942,0.0001135599,0.00105086,0.00369925,0.00001993565,0.00145728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003970676,"threshold_uncertainty_score":0.01408345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1101279806799389,"score_gpt":0.4673029656078128,"score_spread":0.3571749849278738,"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."}}