{"id":"W4399970310","doi":"10.1098/rstb.2023.0130","title":"Parasite prevalence is determined by infection state- and risk-dependent dispersal of the host","year":2024,"lang":"en","type":"article","venue":"Philosophical Transactions of the Royal Society B Biological Sciences","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Minnesota; National Science Foundation","keywords":"Biological dispersal; Host (biology); Biology; Context (archaeology); Metapopulation; Parasite hosting; Ecology; Population; Demography","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":[0.000429929,0.0001528489,0.0003278871,0.0004012841,0.0001457783,0.0006450671,0.000213645,0.0003515346,0.0009140178],"category_scores_gemma":[0.002457738,0.0002193667,0.0002996306,0.0002606609,0.0005331508,0.0005661195,0.0004710812,0.0002777321,0.0002987501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002734551,"about_ca_system_score_gemma":0.0001434685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082674,"about_ca_topic_score_gemma":0.001028654,"domain_scores_codex":[0.9997579,0.00008421036,0.00001712173,0.00008243594,0.00003084037,0.00002738299],"domain_scores_gemma":[0.9985437,0.0005722765,0.0006201881,0.000107516,0.0000843407,0.0000718585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002838798,0.0001566227,0.5601149,0.0003507959,0.0004210142,0.0007598529,0.0007085503,0.0572692,0.3118826,0.01838129,0.0006804471,0.04899074],"study_design_scores_gemma":[0.00002664715,0.0003519031,0.7758275,0.00006016022,0.0001533303,0.002363138,0.0003103386,0.193134,0.008771068,0.01701926,0.001905086,0.00007757652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776013,0.0008008577,0.01859241,0.000247134,0.00000893884,0.000009655968,0.0001250229,0.00003484547,0.002579884],"genre_scores_gemma":[0.9980572,0.0002326513,0.00135729,0.00001717322,0.000004570926,0.000005611156,0.00003671034,0.000004320433,0.0002846121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001082674,"threshold_uncertainty_score":0.003057659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414035231165191,"score_gpt":0.26387805519233,"score_spread":0.2497377028806781,"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."}}