{"id":"W4391677698","doi":"10.1371/journal.pone.0292532","title":"Understanding COVID-19 vaccination behaviors and intentions in Ghana: A Behavioral Insights (BI) study","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Global Affairs Canada","keywords":"Vaccination; Perception; Random digit dialing; Psychology; Risk perception; Medicine; Vaccine trial; Family medicine; Environmental health; Social psychology; Demography; Immunology; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002008019,0.0003278961,0.0002556576,0.0004284198,0.0008650565,0.0006780883,0.0002778569,0.0004868233,0.002564363],"category_scores_gemma":[0.004345164,0.0003749552,0.0003317034,0.0005437479,0.0005631877,0.001029253,0.0006710904,0.0009616163,0.0003405259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009727288,"about_ca_system_score_gemma":0.001204866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02194082,"about_ca_topic_score_gemma":0.03026277,"domain_scores_codex":[0.9995418,0.000226627,0.00002823254,0.00004657894,0.00004450986,0.000112317],"domain_scores_gemma":[0.997202,0.001166975,0.0008900475,0.0001152183,0.0002292944,0.0003964472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001426788,0.00134996,0.9414573,0.00006968016,0.00001841413,0.0001801749,0.04736464,0.00004348305,0.0005286379,0.00009952393,0.0002394718,0.008505916],"study_design_scores_gemma":[0.00003664468,0.001084588,0.9311508,0.0001008726,0.00003467696,0.0001408419,0.0654908,0.0004169209,0.0002554767,0.0001074189,0.001168761,0.00001230096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995778,0.00002147509,0.00004348653,0.00007516136,0.000001120921,0.00002234208,0.00003994905,6.253866e-7,0.0002180658],"genre_scores_gemma":[0.9991034,0.00009593201,0.0002296801,0.00008320915,0.000002939169,0.00008167829,0.00007805043,0.000001118519,0.0003239645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02194082,"threshold_uncertainty_score":0.04362625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2606814999878714,"score_gpt":0.3760075479674677,"score_spread":0.1153260479795963,"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."}}