{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002131382,0.0002266899,0.0003903438,0.0004099411,0.0002075114,0.00002250751,0.0001700017,0.0003589856,0.00004558648],"category_scores_gemma":[0.0000910398,0.0002104393,0.00005320657,0.0002212042,0.0005104296,0.0001629228,0.0003681041,0.0003082529,0.00002630192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000121899,"about_ca_system_score_gemma":0.0000361598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002022342,"about_ca_topic_score_gemma":0.001648709,"domain_scores_codex":[0.998359,0.0003578374,0.0002254096,0.0005727582,0.00003392185,0.000451062],"domain_scores_gemma":[0.9994886,0.0002153601,0.00004974808,0.0001856846,0.00001922749,0.00004137447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002990982,0.00006044819,0.9896674,0.0001415784,0.0001276683,0.0002155402,0.001977521,0.000005342909,0.002929404,0.00006053901,0.001291497,0.00322397],"study_design_scores_gemma":[0.000902542,0.0001142546,0.9955094,0.0001209631,0.00006164668,0.0002693377,0.0003158079,0.00006229665,0.0007509203,0.000633995,0.001025036,0.0002337764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9346667,0.0628687,0.0001069156,0.00008724558,0.001570969,0.0003256772,0.00009159095,0.00008723121,0.0001949569],"genre_scores_gemma":[0.9973839,0.002017855,0.00005930651,0.00003404524,0.00002999873,0.00003910961,0.00002873625,0.00001682004,0.0003902647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06271715,"threshold_uncertainty_score":0.8581464,"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."}}