{"id":"W2095329831","doi":"10.1097/00001648-200611001-00093","title":"Climate Change and Range Expansion of the Lyme Disease Vector Ixodes Scapularis in Canada: The Role of Migratory Birds","year":2006,"lang":"en","type":"article","venue":"Epidemiology","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Ixodes scapularis; Tick; Biology; Passerine; Ecology; Range (aeronautics); Borrelia; Ixodes; Lyme disease; Geography; Zoology; Ixodidae; Borrelia burgdorferi","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004837674,0.0001965549,0.0002227686,0.001260886,0.001020795,0.0009994779,0.0004665767,0.0002719316,0.00141624],"category_scores_gemma":[0.001210183,0.0001510163,0.0005138884,0.002656793,0.0003893313,0.0003387803,0.000455125,0.0003990953,0.00008459247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00608531,"about_ca_system_score_gemma":0.009505662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9780129,"about_ca_topic_score_gemma":0.9873089,"domain_scores_codex":[0.9997321,0.00003428532,0.00002061348,0.00006932248,0.00007806708,0.00006562019],"domain_scores_gemma":[0.9986793,0.0001398803,0.0002606733,0.00003924573,0.0006382942,0.0002425096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004487537,0.0000105965,0.9919152,0.00009377427,0.0002314283,0.0000478178,0.0002660181,0.0002148034,0.0002199111,0.00009385935,0.0005556297,0.006306084],"study_design_scores_gemma":[0.000002172254,0.000005349406,0.99854,0.00004424398,0.00007936712,0.00001717543,0.0004159764,0.0002770782,0.00003428522,0.00001528642,0.000565538,0.000003461453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868241,0.007889978,0.0001634207,0.000605491,0.00002327003,0.00001122605,0.002548833,0.00001325833,0.001920385],"genre_scores_gemma":[0.9973303,0.001705602,0.0001065826,0.00005362325,0.000005410971,0.00000292537,0.0005425971,0.000003253623,0.0002497241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02198714,"threshold_uncertainty_score":0.0442332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03085452689415734,"score_gpt":0.2684654233963235,"score_spread":0.2376108965021662,"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."}}