{"id":"W4310931227","doi":"10.1101/2022.12.07.519462","title":"Female ticks ( <i>Ixodes scapularis</i> ) infected with <i>Borrelia burgdorferi</i> have increased overwintering survival, with implications for tick population growth","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Killam Trusts","keywords":"Ixodes scapularis; Borrelia burgdorferi; Overwintering; Biology; Tick; Population; Lyme disease; Ixodidae; Ixodes; Range (aeronautics); Ecology; Zoology; Virology; Demography; Immunology","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":[0.0001730136,0.0003079679,0.0001617855,0.0002649061,0.0001753455,0.0003569941,0.0001381837,0.0001922731,0.003231294],"category_scores_gemma":[0.0001333535,0.0001213387,0.0001382927,0.0001791442,0.0001494148,0.0001527062,0.000219445,0.0002882193,0.0006787096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001912793,"about_ca_system_score_gemma":0.00009420193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007989024,"about_ca_topic_score_gemma":0.001547535,"domain_scores_codex":[0.999861,0.00002563211,0.000007195332,0.00004807735,0.00002745236,0.00003067794],"domain_scores_gemma":[0.9998789,0.00001194729,0.00006606015,0.00001095714,0.000008091756,0.00002401595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003705991,0.0001817447,0.03455346,0.0001499192,0.00004397019,0.00009373832,0.0001010484,0.0001776205,0.9425495,0.0001451356,0.002180551,0.01945273],"study_design_scores_gemma":[0.00005133793,0.0009677269,0.8138881,0.00004913222,0.00005535591,0.0008543162,0.0002435272,0.00115232,0.1668239,0.000204284,0.01568936,0.00002050428],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912287,0.001871495,0.001232828,0.0003809987,0.00005397909,0.00002682264,0.001372456,0.0001657965,0.003666827],"genre_scores_gemma":[0.9888771,0.001134363,0.00379168,0.0002489507,0.00003625586,0.00004923969,0.002464575,0.00003141043,0.003366224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003231294,"threshold_uncertainty_score":0.01080972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227074678943951,"score_gpt":0.226100666116502,"score_spread":0.2138299193270624,"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."}}