{"id":"W4402542583","doi":"10.1111/1365-2435.14641","title":"Host community structure can shape pathogen outbreak dynamics through a phylogenetic dilution effect","year":2024,"lang":"en","type":"article","venue":"Functional Ecology","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Outbreak; Phylogenetic tree; Pathogen; Host (biology); Ecology; Dilution; Phylogenetics; Zoology; Evolutionary biology; Virology; Microbiology; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007056386,0.0002280124,0.000250445,0.0004252398,0.0003587971,0.001063267,0.0003726572,0.000656188,0.003432102],"category_scores_gemma":[0.003962131,0.0002273991,0.0003360673,0.000229243,0.0005914397,0.001194883,0.0007089421,0.0004237367,0.0002942224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006373582,"about_ca_system_score_gemma":0.0002212634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002813311,"about_ca_topic_score_gemma":0.002535827,"domain_scores_codex":[0.9997337,0.0001405802,0.00001122038,0.00004506745,0.00002719049,0.00004217463],"domain_scores_gemma":[0.9982113,0.001035427,0.000319239,0.0001303033,0.00009357493,0.0002102037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0006371135,0.0003927241,0.3745051,0.0001800451,0.0002806417,0.0008941624,0.0008113863,0.4593728,0.09366447,0.03769513,0.002820154,0.0287463],"study_design_scores_gemma":[0.00005178867,0.0002553242,0.07784017,0.0000256197,0.00006327593,0.0004579927,0.0003210404,0.8990211,0.003343957,0.01732268,0.001245736,0.00005126792],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845281,0.00007786987,0.01224885,0.0002716904,0.0000105152,0.00001021127,0.00009116012,0.00006403464,0.002697535],"genre_scores_gemma":[0.9986892,0.00002551437,0.0009625544,0.00003183207,0.000003574128,0.000003002773,0.00001980266,0.000006651203,0.0002578296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003432102,"threshold_uncertainty_score":0.01148152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507472241145298,"score_gpt":0.2752801942094243,"score_spread":0.2602054717979713,"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."}}