{"id":"W2765278749","doi":"10.1007/s10754-017-9229-5","title":"Challenges for nationwide vaccine delivery in African countries","year":2017,"lang":"en","type":"review","venue":"International Journal of Health Economics and Management","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"GAVI Alliance","keywords":"Vaccination; Herd immunity; Immunization; Business; Economic growth; Population; Cold chain; Alliance; Medicine; Environmental health; Political science; Immunology; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0018443,0.0001163742,0.0006795491,0.0004220285,0.0001709945,0.0001525891,0.0004886999,0.00006085708,0.00001021551],"category_scores_gemma":[0.0000489665,0.0001097124,0.0001514543,0.00001539487,0.000008746412,0.0002506038,0.00007043914,0.00009224542,0.000002198978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004505395,"about_ca_system_score_gemma":0.0005055476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001349789,"about_ca_topic_score_gemma":0.00355867,"domain_scores_codex":[0.9986702,0.00006759142,0.0008331964,0.0001460744,0.0001179856,0.0001649474],"domain_scores_gemma":[0.9980561,0.0001518956,0.001480459,0.00008909547,0.0001572471,0.0000652565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001311227,0.0000215094,0.00001602698,0.001246599,0.0001758521,0.000008584389,0.0004077569,0.000002391422,6.096745e-11,0.07395583,0.0008229605,0.9233294],"study_design_scores_gemma":[0.0004048045,0.00004195454,0.0002446369,0.002151582,0.0000443032,0.000005763888,0.0003364931,0.000003122802,2.631857e-9,0.002375504,0.9943054,0.00008639866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000150611,0.9775265,0.0000433962,0.0175308,0.001169508,0.0004683908,0.00001967215,0.00000239048,0.003224283],"genre_scores_gemma":[0.0002437432,0.9983606,0.0002373984,0.0002450404,0.0005833718,0.00002565655,0.000006490533,0.00001073533,0.0002869281],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9934825,"threshold_uncertainty_score":0.4473941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1508467927540498,"score_gpt":0.4271818784653403,"score_spread":0.2763350857112906,"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."}}