{"id":"W4386525850","doi":"10.3390/idr15050051","title":"Factors Associated with the Usefulness of Public Health Communication in the Context of COVID-19: Lessons Learned from the African, Caribbean, and Black Communities in Ottawa, Ontario","year":2023,"lang":"en","type":"article","venue":"Infectious Disease Reports","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada; Toronto Metropolitan University; Ottawa Public Health; Queen's University; Bruyère; AIDS Committee of Toronto; University of Ottawa","funders":"Public Health Agency of Canada","keywords":"Socioeconomic status; Public health; Context (archaeology); Bachelor; Medicine; Government (linguistics); Perception; Coronavirus disease 2019 (COVID-19); Health communication; Multivariate analysis; Environmental health; Gerontology; Socioeconomics; Psychology; Nursing; Public relations; Geography; Political science; Population; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003753368,0.0001128583,0.0002673874,0.00009393368,0.0007014199,0.00008965423,0.0002996557,0.00005331894,0.00003284086],"category_scores_gemma":[0.001733632,0.00006281192,0.00005861003,0.0008084555,0.0003235643,0.0001608979,0.00008526107,0.0002966243,2.633884e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003910621,"about_ca_system_score_gemma":0.002086437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7328416,"about_ca_topic_score_gemma":0.9847156,"domain_scores_codex":[0.9963635,0.002467653,0.000410752,0.0001351928,0.0003721186,0.000250811],"domain_scores_gemma":[0.9956003,0.002948851,0.0005846276,0.000619654,0.0001263686,0.0001202447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005514384,0.00009952625,0.757064,0.000009142907,0.00003339257,0.00001026704,0.2404956,0.00006797579,2.193973e-7,0.001149488,0.000820488,0.0002443867],"study_design_scores_gemma":[0.000229175,0.00002438681,0.8235246,0.00004033929,0.00002229329,4.15371e-7,0.1667562,0.000008592768,5.65907e-7,0.002361018,0.006969686,0.00006277621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9471282,0.0002995183,0.000006700253,0.05136725,0.00003002595,0.0005298159,0.00004411941,0.00003575506,0.0005585864],"genre_scores_gemma":[0.998907,0.0002268845,1.966832e-7,0.0006484505,0.000009053554,0.00005499678,0.0001019539,0.000008824354,0.00004259401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.251874,"threshold_uncertainty_score":0.5394826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1725191856680032,"score_gpt":0.3400864645963114,"score_spread":0.1675672789283082,"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."}}