{"id":"W4388971449","doi":"10.1038/s44271-023-00036-7","title":"Lessons from COVID-19 for behavioural and communication interventions to enhance vaccine uptake","year":2023,"lang":"en","type":"article","venue":"Communications Psychology","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Dalhousie University","funders":"Leibniz-Gemeinschaft; Horizon 2020 Framework Programme; European Commission; World Health Organization; Moderna; Ford Foundation","keywords":"Coronavirus disease 2019 (COVID-19); Psychological intervention; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Psychology; Medicine; Computer science; Nursing; Outbreak; Internal medicine; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009048411,0.00009506298,0.0001739657,0.0001921642,0.001525426,0.00006387375,0.001351463,0.0001151641,0.0001949881],"category_scores_gemma":[0.0008975228,0.0001116202,0.00009494038,0.0005696153,0.00007294045,0.0001460294,0.0003786281,0.0001702217,0.0001507519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007481231,"about_ca_system_score_gemma":0.00008557435,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001654635,"about_ca_topic_score_gemma":0.04013339,"domain_scores_codex":[0.9986402,0.0004241996,0.0003411473,0.0002613731,0.00007801224,0.000255104],"domain_scores_gemma":[0.9969104,0.0008646442,0.0001148771,0.001766262,0.0001288109,0.000215037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001344736,0.0007256505,0.06720491,0.00005724709,0.0001179992,0.000002454045,0.05092726,0.00001296411,0.001038224,0.2905988,0.4819185,0.1072615],"study_design_scores_gemma":[0.0007131659,0.00009310812,0.2941339,0.00006594924,0.00007435086,0.000001624055,0.004127604,0.00004587442,0.00001310461,0.04877159,0.6517162,0.0002435943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2325671,0.004835226,0.02549608,0.7289844,0.000356504,0.001445011,0.0003042069,0.0005086415,0.005502835],"genre_scores_gemma":[0.9750333,0.006005086,0.01232042,0.003970715,0.00005445536,0.0006293279,0.0004431671,0.00001789291,0.001525666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7424662,"threshold_uncertainty_score":0.9997745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2502750802611981,"score_gpt":0.541501079565431,"score_spread":0.2912259993042329,"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."}}