{"id":"W4241993249","doi":"10.1093/jmedent/47.1.99","title":"Ecological Niche Modeling of Lyme Disease in British Columbia, Canada","year":2010,"lang":"en","type":"article","venue":"Journal of Medical Entomology","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control","funders":"Centers for Disease Control and Prevention; British Columbia Centre for Disease Control; Public Health Agency","keywords":"Environmental niche modelling; Lyme disease; Ecology; Ixodes; Ecological niche; Geography; Niche; Tick; Borrelia burgdorferi; Ixodes ricinus; Biology; Habitat","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007989288,0.00008983423,0.0004955375,0.00008245761,0.00004541679,0.00001280568,0.0004733063,0.0004407885,0.006736302],"category_scores_gemma":[0.003743197,0.0001080275,0.0001319269,0.0001243576,0.0003285525,0.00004363054,0.0001091759,0.001174591,0.000007006465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009043957,"about_ca_system_score_gemma":0.002718797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6552944,"about_ca_topic_score_gemma":0.9712221,"domain_scores_codex":[0.9981581,0.0003049842,0.0008005573,0.0001672051,0.0002158245,0.0003533414],"domain_scores_gemma":[0.9987765,0.0003923275,0.0002961201,0.0001469694,0.0001602299,0.0002278583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001511873,0.001173413,0.9804302,0.00003824474,0.0002193691,0.003732259,0.00003958812,0.0002527293,0.003440181,0.0001777263,0.006497777,0.003847323],"study_design_scores_gemma":[0.006148169,0.0006299056,0.9778935,0.0001680424,0.0001779718,0.006705045,0.0001285462,0.001092101,0.0001694739,0.002097418,0.00447126,0.0003185591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994836,0.001405758,0.00004935018,0.001061569,0.002461111,0.0000731326,0.00002067768,0.000008345881,0.00008406469],"genre_scores_gemma":[0.9990446,0.0001366327,0.00001834018,0.0005711393,0.0001060201,0.000004170975,0.000007328196,0.000009470369,0.0001023308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3159277,"threshold_uncertainty_score":0.9941717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007987961624012049,"score_gpt":0.2383985230917927,"score_spread":0.2304105614677806,"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."}}