{"id":"W4410969926","doi":"10.1093/jtm/taaf052","title":"Global participatory wastewater surveillance to understand mpox clade diversity in war and conflict-affected countries","year":2025,"lang":"en","type":"article","venue":"Journal of Travel Medicine","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Japan Society for the Promotion of Science","keywords":"Medicine; Clade; Citizen journalism; Diversity (politics); Environmental health; Socioeconomics; Law","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":[0.003377492,0.0004431308,0.000386404,0.001371713,0.000586995,0.001060124,0.0004999578,0.0007111172,0.001505032],"category_scores_gemma":[0.003205281,0.0002271139,0.0003043407,0.001049409,0.0004827462,0.0009989048,0.002932716,0.0006883581,0.0001864683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008392371,"about_ca_system_score_gemma":0.001823356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003899702,"about_ca_topic_score_gemma":0.01041361,"domain_scores_codex":[0.9983492,0.0009122991,0.0000423302,0.0002265905,0.0001773313,0.0002922169],"domain_scores_gemma":[0.9986157,0.0004062068,0.0002891903,0.0001816833,0.0002936987,0.0002135406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004205671,0.0004616958,0.7503827,0.0006494494,0.0002697877,0.0005871364,0.008699399,0.003841808,0.03654859,0.002035954,0.004560141,0.1915428],"study_design_scores_gemma":[0.00008642524,0.001329,0.9323577,0.0006334586,0.0001310953,0.0005748612,0.02163632,0.009328178,0.006317033,0.006587332,0.02096593,0.00005257998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744592,0.00128223,0.01333237,0.001105085,0.00004481432,0.0004531124,0.001329374,0.00008821808,0.007905572],"genre_scores_gemma":[0.9869673,0.0004018119,0.01062984,0.0003307889,0.00001656059,0.0002888474,0.0007077595,0.00001302677,0.0006440715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003899702,"threshold_uncertainty_score":0.01786214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04025395271987979,"score_gpt":0.3162824554179027,"score_spread":0.2760285026980229,"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."}}