{"id":"W4402658324","doi":"10.1186/s41256-024-00380-z","title":"Accelerating HPV vaccination in Africa for health equity","year":2024,"lang":"en","type":"article","venue":"Global Health Research and Policy","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Vaccination; Medicine; Cervical cancer; Public health; Immunization; Disease; Environmental health; Disease burden; Immunology; Cancer; Population; Internal medicine","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":[0.003874289,0.0000958267,0.0002724055,0.0004001686,0.0003048782,0.0001474296,0.0001003981,0.00007194797,0.0003315145],"category_scores_gemma":[0.0006382137,0.00008104293,0.00004119304,0.001617927,0.00005517601,0.00009487195,0.0001794382,0.0005097669,0.00002411522],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002740463,"about_ca_system_score_gemma":0.006635591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008365504,"about_ca_topic_score_gemma":0.003065794,"domain_scores_codex":[0.997076,0.0001819346,0.0003336422,0.0003589931,0.0006614373,0.001388042],"domain_scores_gemma":[0.9984379,0.0002831218,0.00001959908,0.0001584202,0.0002353842,0.0008656109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003410698,0.00007599391,0.0003772839,0.003150725,0.000006743918,0.00000605878,0.0004146,3.916264e-7,0.000001482485,0.05647907,0.03516233,0.9039842],"study_design_scores_gemma":[0.003468043,0.007371843,0.5309576,0.000291694,0.000002765706,0.00005231081,0.0004531821,0.006848961,0.00001868377,0.09119387,0.3591671,0.0001739812],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009055843,0.06684344,0.0006862513,0.5931895,0.0002212038,0.00508401,0.0005668571,0.0001881553,0.3241647],"genre_scores_gemma":[0.9907968,0.004395771,0.0003484304,0.002364912,0.0009885512,0.0001668265,0.00004920486,0.00001394767,0.0008755401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.981741,"threshold_uncertainty_score":0.9989958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4177196697039154,"score_gpt":0.6400494164775432,"score_spread":0.2223297467736278,"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."}}