{"id":"W2030860586","doi":"10.1016/j.epidem.2009.06.002","title":"Biodiversity and Lyme disease: Dilution or amplification?","year":2009,"lang":"en","type":"article","venue":"Epidemics","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":159,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Lyme disease; Ixodes scapularis; Borrelia burgdorferi; Biodiversity; Ixodes; Abundance (ecology); Transmission (telecommunications); Biology; Disease; Ecology; Medicine; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012225,0.0001030607,0.0001338479,0.00005334492,0.0002048744,0.00001041796,0.00008734817,0.000100824,0.0002454511],"category_scores_gemma":[0.0005535083,0.00008889874,0.00004351369,0.00009257387,0.0001213091,0.00009668943,0.00002970465,0.0001028519,0.0004028702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000460456,"about_ca_system_score_gemma":0.00004604497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004218192,"about_ca_topic_score_gemma":0.000009402309,"domain_scores_codex":[0.9993225,0.000102647,0.0001404662,0.0002282433,0.00001845886,0.0001876378],"domain_scores_gemma":[0.9994628,0.0001683839,0.00007105713,0.0002062872,0.00003928347,0.00005222682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007316351,0.0004573788,0.8391565,0.00002816029,0.0001590189,0.00001646508,0.0002514974,0.00002657243,0.01828259,0.009112261,0.1143912,0.01738672],"study_design_scores_gemma":[0.0004995059,0.00008548665,0.9576183,0.00001049689,0.0000834414,0.00002225471,0.00003444776,0.00001189817,0.000548607,0.00162194,0.03930501,0.0001586376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990196,0.004442512,0.001041754,0.00312357,0.0003350825,0.0002076119,0.000162532,0.0002439634,0.0002469634],"genre_scores_gemma":[0.9976178,0.0003663458,0.00004977827,0.001315576,0.00003016753,0.000003649675,0.00015916,0.000003169752,0.0004543401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1184617,"threshold_uncertainty_score":0.5178216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02310597172356238,"score_gpt":0.2633331703017509,"score_spread":0.2402271985781885,"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."}}