{"id":"W4414789319","doi":"10.1177/10732748251383280","title":"Challenges and Opportunities for Cervical Cancer Prevention Through HPV Vaccination in Ghana: A Public Health Policy Analysis","year":2025,"lang":"en","type":"article","venue":"Cancer Control","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Ontario College of Art and Design; Centre for Global Health Research; York University","funders":"","keywords":"Public health; Cervical cancer; Operationalization; Vaccination policy; Health policy; Institutionalisation; Window of opportunity; HPV vaccines; Public policy","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":[0.0005004548,0.0001360776,0.0005809638,0.0006038449,0.00008560209,0.00003470878,0.00008031364,0.00009732049,0.0008074134],"category_scores_gemma":[0.0001135481,0.0001220309,0.0001407359,0.0006088151,0.00003986951,0.000151456,0.00003164285,0.0001611765,3.445703e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008239298,"about_ca_system_score_gemma":0.001795504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003533002,"about_ca_topic_score_gemma":0.03572461,"domain_scores_codex":[0.9985563,0.0001190224,0.000327751,0.000353637,0.0002190853,0.0004241741],"domain_scores_gemma":[0.9991141,0.0001292425,0.00007904854,0.0001916103,0.0003183573,0.0001676732],"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":[0.0004201555,0.0001077744,0.002520068,0.0008349987,0.0006135188,0.000001605547,0.0006923882,0.00001139582,0.000003441158,0.01958177,0.0003822682,0.9748306],"study_design_scores_gemma":[0.01357414,0.0005421588,0.9220139,0.00009817248,0.0006726315,0.000001274774,0.00234009,0.009884057,0.00002205269,0.006448064,0.04417768,0.0002258157],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003960437,0.1721395,0.01091983,0.7878478,0.0001533179,0.002157213,0.0001302356,0.00006197699,0.02262969],"genre_scores_gemma":[0.9480964,0.04238061,0.00003864387,0.006211991,0.0002946621,0.001600449,0.00003295119,0.00001229271,0.001331993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9746048,"threshold_uncertainty_score":0.9818709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1962615453222471,"score_gpt":0.4564848966961475,"score_spread":0.2602233513739004,"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."}}