{"id":"W4282918638","doi":"10.1016/j.eclinm.2022.101454","title":"Social media and attitudes towards a COVID-19 vaccination: A systematic review of the literature","year":2022,"lang":"en","type":"review","venue":"EClinicalMedicine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":319,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; CINAHL; Medicine; MEDLINE; Family medicine; Psychological intervention; Scopus; Cross-sectional study; Systematic review; Social distance; Public health; Inclusion (mineral); Coronavirus disease 2019 (COVID-19); Disease; Psychology; Nursing; Social psychology; Political science; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005807857,0.0002990414,0.003272072,0.0001072901,0.0006331914,0.00003670203,0.0008921566,0.0003150485,0.002479931],"category_scores_gemma":[0.03969838,0.0001696523,0.0007449426,0.001262788,0.00008761925,0.00007693207,0.0002952467,0.0008104354,0.000006850532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002475406,"about_ca_system_score_gemma":0.002040391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002874554,"about_ca_topic_score_gemma":0.0001141831,"domain_scores_codex":[0.9941243,0.002496314,0.001681585,0.0004040229,0.001048977,0.000244791],"domain_scores_gemma":[0.9931627,0.004601269,0.001375608,0.0004963563,0.0001375564,0.0002265416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000195829,0.00004223849,0.00001304108,0.9420831,0.0001184537,0.00001897173,0.003984226,1.944495e-9,6.451212e-10,0.002456144,0.02037749,0.03090437],"study_design_scores_gemma":[0.0001657245,0.00002403254,0.00003609545,0.3599078,0.00181961,0.00001372519,0.0001297518,2.901759e-8,8.617874e-10,0.0003347533,0.6374521,0.0001164398],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.783186e-7,0.9818079,0.000002185919,0.01351392,0.0005984046,0.002198473,0.00004971388,0.00003637885,0.001792673],"genre_scores_gemma":[0.00002082119,0.9934026,0.00001160339,0.004128451,0.001319752,0.000259209,0.00006229178,0.00002310441,0.0007721599],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6170745,"threshold_uncertainty_score":0.9984319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1434442368664441,"score_gpt":0.4729042730786688,"score_spread":0.3294600362122247,"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."}}