{"id":"W4390745033","doi":"10.3389/fpara.2023.1272790","title":"Pathogen presence, prevalence, and diversity in Ixodes scapularis and mammal hosts at their expanding northern range limits","year":2024,"lang":"en","type":"article","venue":"Frontiers in Parasitology","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Hydro-Québec; University of Ottawa","keywords":"Ixodes scapularis; Biology; Abundance (ecology); Borrelia burgdorferi; Tick; Pathogen; Range (aeronautics); Ecology; Species richness; Ixodes; Zoology; Ixodidae; Microbiology; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000438297,0.0002105427,0.0002073812,0.0008363796,0.0005555408,0.0005849953,0.000265517,0.000180213,0.0009858937],"category_scores_gemma":[0.0008836595,0.0001236964,0.0001231072,0.0006188523,0.0005331732,0.0001824109,0.0002314109,0.0001677476,0.0001195183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002186541,"about_ca_system_score_gemma":0.001670925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6411867,"about_ca_topic_score_gemma":0.8089635,"domain_scores_codex":[0.999678,0.00005597148,0.00001386113,0.00009591865,0.00007609109,0.00008010146],"domain_scores_gemma":[0.9992301,0.0001020834,0.0002967713,0.00003384718,0.0001897101,0.0001474793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002738405,0.000007740432,0.9963565,0.00001021384,0.00002381099,0.00002676439,0.000193563,0.00005393033,0.001616396,0.00001159233,0.00005691682,0.001615201],"study_design_scores_gemma":[2.523462e-7,0.000007229717,0.9996626,0.000002738011,0.000003563052,0.00002955693,0.0001189952,0.00006913579,0.00004409798,0.00000298692,0.00005763222,0.000001028048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988815,0.0002527747,0.0000764021,0.00002127349,6.153466e-7,0.000006695318,0.0003224656,0.000003791971,0.0004344437],"genre_scores_gemma":[0.9992685,0.00009917718,0.0001768785,0.00001498297,0.000001254883,0.000004178538,0.0002685167,7.796192e-7,0.0001657023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6411867,"threshold_uncertainty_score":0.7218529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01179571716934877,"score_gpt":0.2502891445489882,"score_spread":0.2384934273796394,"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."}}