{"id":"W3127040170","doi":"10.1371/journal.pone.0246484","title":"A multi-year assessment of blacklegged tick (Ixodes scapularis) population establishment and Lyme disease risk areas in Ottawa, Canada, 2017-2019","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada","keywords":"Ixodes scapularis; Tick; Lyme disease; Borrelia burgdorferi; Population; Veterinary medicine; Ixodes; Geography; Tick-borne disease; Biology; Ecology; Ixodidae; Environmental health; Medicine; Virology; 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":[0.0001589517,0.0001698423,0.000365859,0.0001023111,0.00009199757,0.00001969574,0.00008886691,0.0001029047,0.0002837125],"category_scores_gemma":[0.0004133952,0.0001783922,0.00004759381,0.0001506467,0.00007131982,0.0001061229,0.00009197437,0.0002060445,0.0000125498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002292834,"about_ca_system_score_gemma":0.0005457057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2271862,"about_ca_topic_score_gemma":0.3746036,"domain_scores_codex":[0.9985485,0.0003474453,0.0003527014,0.0003655146,0.0001108894,0.0002749124],"domain_scores_gemma":[0.9991127,0.0001291687,0.0001848432,0.0003542372,0.000142744,0.00007629281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005541705,0.002354766,0.9667178,0.0001010015,0.0004150914,0.00002945939,0.00005890111,0.00005644077,0.02944561,0.0001105854,0.000571056,0.00008383124],"study_design_scores_gemma":[0.001743922,0.00005111346,0.9909378,0.0001539253,0.0003584652,0.000002913124,0.00008339804,0.0002414963,0.006134748,0.00005008847,0.00005793011,0.0001841738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960229,0.002738904,0.00002410196,0.0001509507,0.0001019544,0.0003281469,0.0004968886,0.00002907557,0.0001070372],"genre_scores_gemma":[0.9981245,0.0002201933,0.0004678498,0.00005865609,0.00001661236,0.00003593507,0.0005700019,0.00001818114,0.0004880086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1474174,"threshold_uncertainty_score":0.7779601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560313876987109,"score_gpt":0.237123601033638,"score_spread":0.2215204622637669,"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."}}