{"id":"W4414610715","doi":"10.1186/s12916-025-04350-1","title":"Gaps in the global health research landscape for mpox: an analysis of research activities and existing evidence","year":2025,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European and Developing Countries Clinical Trials Partnership; National Institute for Health and Care Research; UK Research and Innovation; International Development Research Centre; Wellcome Trust","keywords":"Medical research; Global health; Transmission (telecommunications); Health services research; Public health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2151626,0.001426627,0.00425874,0.03686162,0.002194632,0.01303943,0.003566757,0.004283414,0.007057925],"category_scores_gemma":[0.3635693,0.001934066,0.006017027,0.03765815,0.006244318,0.01717323,0.01204387,0.004025314,0.0008376341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01133439,"about_ca_system_score_gemma":0.04938932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009836476,"about_ca_topic_score_gemma":0.01566366,"domain_scores_codex":[0.8483084,0.07827275,0.04344029,0.009525378,0.01646994,0.003983247],"domain_scores_gemma":[0.3488021,0.5613979,0.04867429,0.009788102,0.02770866,0.003628952],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0007981671,0.000121336,0.04204021,0.5035176,0.006625658,0.0005503429,0.01513729,0.001277643,0.00054448,0.0148555,0.008309958,0.4062217],"study_design_scores_gemma":[0.0001707255,0.0003502114,0.0369744,0.8395663,0.01231353,0.0006835047,0.01829544,0.0005828722,0.0004576461,0.01113669,0.07933808,0.0001305952],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01802803,0.9373723,0.003435781,0.03330298,0.0006121867,0.0008389402,0.002892749,0.00005334775,0.003463575],"genre_scores_gemma":[0.270075,0.6942653,0.01752486,0.01194665,0.000753493,0.002457188,0.002593067,0.00008958569,0.0002948946],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7848374,"threshold_uncertainty_score":0.9678442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2951809871297045,"score_gpt":0.5454059661001037,"score_spread":0.2502249789703992,"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."}}