{"id":"W4415567221","doi":"10.3389/fpubh.2025.1690423","title":"The global poliovirus eradication initiatives in Kano state, Nigeria: a case report on the African regional commission pre-certification visit and lessons learnt","year":2025,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health","funders":"World Health Organization","keywords":"Commission; Poliovirus; Global health; Disease Eradication; Public health; Poliomyelitis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001614027,0.0006166941,0.0001938272,0.0009368021,0.007135704,0.002415654,0.0009945475,0.002576642,0.002666748],"category_scores_gemma":[0.004007072,0.0005128373,0.0003014133,0.001110204,0.002022048,0.001842315,0.002910676,0.003402339,0.0002492107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004074874,"about_ca_system_score_gemma":0.005708859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02514282,"about_ca_topic_score_gemma":0.0543035,"domain_scores_codex":[0.9986313,0.0005549488,0.00006364525,0.00009662205,0.0001724259,0.0004809776],"domain_scores_gemma":[0.9987944,0.0003557188,0.0003352979,0.00006173083,0.0001143144,0.0003384692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00005709767,0.0003803834,0.07047896,0.0009365635,0.00002871528,0.5206683,0.3067272,0.000381802,0.001455703,0.01101,0.02808738,0.05978797],"study_design_scores_gemma":[0.000006559829,0.0001354955,0.03867353,0.002413702,0.00003128469,0.1908007,0.6346662,0.0003185855,0.000862275,0.001618663,0.1304165,0.00005646985],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9232823,0.01058821,0.001254746,0.02947092,0.000811125,0.0003489379,0.0002013365,0.00004670478,0.03399578],"genre_scores_gemma":[0.9776733,0.009619225,0.001150754,0.002881238,0.0001603533,0.0001131789,0.0001055832,0.00002462542,0.008271594],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02514282,"threshold_uncertainty_score":0.04999292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1252851120734669,"score_gpt":0.4398397563508999,"score_spread":0.314554644277433,"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."}}