{"id":"W4416342274","doi":"10.3389/frhs.2025.1609056","title":"A qualitative analysis exploring barriers and enablers to distribution, delivery, and access to COVID-19 vaccines in Botswana","year":2025,"lang":"en","type":"article","venue":"Frontiers in Health Services","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"International Development Research Centre","keywords":"Qualitative research; Population; Diversity (politics); Qualitative analysis; Focus group; Universal design","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001679467,0.0001451362,0.0004524066,0.0008581908,0.0005508327,0.0001793895,0.0003083994,0.00006737795,0.00002087664],"category_scores_gemma":[0.0002952981,0.0001572304,0.0000336518,0.003378314,0.00001646734,0.0006901585,0.0001505389,0.0001098337,6.756958e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006600047,"about_ca_system_score_gemma":0.0005637295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0965289,"about_ca_topic_score_gemma":0.2265824,"domain_scores_codex":[0.9979084,0.0004936052,0.0004450561,0.0004668437,0.0001940272,0.0004920951],"domain_scores_gemma":[0.9987897,0.0002196153,0.00009505912,0.0001538629,0.00007527385,0.0006665111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001067263,0.00001172049,0.7899616,0.0004677701,0.00005635428,0.000004019038,0.2029442,0.0006673661,5.003471e-7,0.0006511454,0.003602016,0.001526637],"study_design_scores_gemma":[0.0006938365,0.00004929935,0.4181335,0.0002739906,0.00005229322,8.101623e-8,0.5356461,0.0004700983,0.000004817743,0.003676029,0.04073874,0.0002612513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942969,0.003844423,0.00785073,0.04404363,0.0003343009,0.0007497459,0.00005694255,0.00003451286,0.0001166705],"genre_scores_gemma":[0.9857075,0.002781615,0.0009046925,0.01032753,0.00003792327,0.000148138,0.00001880133,0.000005938167,0.0000678571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3718281,"threshold_uncertainty_score":0.9094874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05032802328836915,"score_gpt":0.416491236897115,"score_spread":0.3661632136087459,"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."}}