{"id":"W4413053388","doi":"10.1002/ecs2.70365","title":"Impacts of sequential and simultaneous coinfection by major amphibian pathogens on disease outcomes","year":2025,"lang":"en","type":"article","venue":"Ecosphere","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Canadian Institute for Advanced Research; Gordon and Betty Moore Foundation","keywords":"Amphibian; Coinfection; Biology; Ranavirus; Wildlife disease; Pathogen; Disease; Chytridiomycota; Chytridiomycosis; Wildlife; Host (biology); Biodiversity; Ecology; Immunology; Zoology; Medicine; Genetics; Virus; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.000399712,0.0003214191,0.0002892058,0.0003617978,0.0002516969,0.0006405514,0.0001670104,0.000275308,0.001913087],"category_scores_gemma":[0.0005703961,0.00008987942,0.0002502948,0.00009748013,0.0003480263,0.0003818142,0.0005870647,0.0005210509,0.000118437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003635357,"about_ca_system_score_gemma":0.000337032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00121914,"about_ca_topic_score_gemma":0.003710726,"domain_scores_codex":[0.9994432,0.0001732594,0.00002875948,0.0001268746,0.00007237825,0.000155541],"domain_scores_gemma":[0.9992094,0.00016978,0.0002626778,0.00004671601,0.0000651177,0.0002462281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003519626,0.001748635,0.5427169,0.0002737578,0.0004620694,0.0004970806,0.000360116,0.001547335,0.42393,0.0003297262,0.0003240093,0.02429084],"study_design_scores_gemma":[0.00002483884,0.007128336,0.9642653,0.00005032319,0.0001924443,0.0004185588,0.000774301,0.002516121,0.02338268,0.0003453377,0.0008804596,0.00002128013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992883,0.0001676042,0.0001601068,0.0000202194,0.000007425366,0.00000892419,0.00005151302,0.000004746156,0.0002914323],"genre_scores_gemma":[0.9996142,0.00004929368,0.0001429838,0.00001637161,0.00000348257,0.000009248389,0.00003983891,9.263496e-7,0.0001236805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001913087,"threshold_uncertainty_score":0.00639993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003793163858087343,"score_gpt":0.2234172832062125,"score_spread":0.2196241193481251,"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."}}