{"id":"W3137770325","doi":"10.1093/jtm/taab048","title":"What must be done to tackle vaccine hesitancy and barriers to COVID-19 vaccination in migrants?","year":2021,"lang":"en","type":"article","venue":"Journal of Travel Medicine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":161,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Medical Research Council; Mechanics Electronics Computer Corporation; Department of Health and Social Care; Rosetrees Trust; National Institute on Handicapped Research; Academy of Medical Sciences; European Society of Clinical Microbiology and Infectious Diseases; National Institute for Health and Care Research","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Vaccination; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Herd immunity; Environmental health; Virology; Family medicine; Outbreak; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001749689,0.0001505024,0.0005098405,0.0004650676,0.00023341,0.00008053923,0.0002195785,0.00009895649,0.001690722],"category_scores_gemma":[0.005579291,0.0001279334,0.00006219821,0.0009785295,0.000009703693,0.0006502147,0.00003473386,0.0002499836,0.000005040824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000316275,"about_ca_system_score_gemma":0.000736995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005578269,"about_ca_topic_score_gemma":0.01376584,"domain_scores_codex":[0.9979263,0.0002080315,0.0006552761,0.0002305867,0.0006466917,0.0003331265],"domain_scores_gemma":[0.9975242,0.0002948218,0.0002043614,0.0001512403,0.0003912176,0.001434173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001437075,0.000405586,0.1613899,0.0003625867,0.0002222316,0.005116046,0.4044942,0.0002188145,0.0187858,0.005124701,0.3361755,0.06626758],"study_design_scores_gemma":[0.008990865,0.001381603,0.6146717,0.001373025,0.0001891654,0.0003076874,0.2065459,0.00001800284,0.001222681,0.002792243,0.16199,0.0005171053],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6233957,0.004986575,0.001311877,0.3681282,0.001072069,0.0002687134,0.00000303438,0.000009314845,0.0008245037],"genre_scores_gemma":[0.9712539,0.004417086,0.0005836956,0.02144802,0.00102071,0.000004408495,0.00000219163,0.000014989,0.00125497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4532818,"threshold_uncertainty_score":0.9992219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03151964156897826,"score_gpt":0.346578442398612,"score_spread":0.3150588008296338,"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."}}