{"id":"W4408218838","doi":"10.1186/s41256-025-00408-y","title":"Establishment of a regional Mpox surveillance network in Central Africa: shared experiences in an endemic region","year":2025,"lang":"en","type":"article","venue":"Global Health Research and Policy","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Defense Threat Reduction Agency; Centers for Disease Control and Prevention","keywords":"Public health; Environmental health; Geography; Political science; Economic growth; Medicine; Nursing","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":[0.01771237,0.0004799776,0.0003619087,0.0006507861,0.004894118,0.003370578,0.002212661,0.001666325,0.001683679],"category_scores_gemma":[0.01863331,0.0004597505,0.0002763781,0.0006742731,0.003401596,0.003235929,0.006852872,0.00231568,0.0001847851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00363033,"about_ca_system_score_gemma":0.01715985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02541798,"about_ca_topic_score_gemma":0.03489964,"domain_scores_codex":[0.9903376,0.005708341,0.0002354952,0.0005561582,0.0007867776,0.002375622],"domain_scores_gemma":[0.9872332,0.002722832,0.001276102,0.000703892,0.002126332,0.005937684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007232788,0.002059925,0.2681759,0.002009127,0.0002064905,0.02463566,0.4658677,0.002188897,0.009613762,0.01063412,0.01422877,0.1996564],"study_design_scores_gemma":[0.0002283474,0.004726609,0.2404254,0.00249164,0.000180239,0.01116965,0.5910756,0.003228268,0.003787934,0.00511157,0.1372936,0.000281207],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755038,0.001775881,0.002596873,0.01261491,0.0001905873,0.0004704329,0.0001003759,0.00003857409,0.006708635],"genre_scores_gemma":[0.9931327,0.0009670497,0.003503127,0.00117393,0.00005945537,0.0001797,0.00008276419,0.00001675427,0.000884582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02541798,"threshold_uncertainty_score":0.09367311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09597885472634171,"score_gpt":0.4313408361985031,"score_spread":0.3353619814721613,"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."}}