{"id":"W6963837734","doi":"10.20381/ruor-30723","title":"Local Landscape Change, Personal Practices, and Lyme Disease Risk in Ottawa, Ontario","year":2024,"lang":"en","type":"dissertation","venue":"University of Ottawa - Library","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lyme disease; Population; Disease; Hazard; LYME; Woodland; Socioeconomic status","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007460516,0.0002935887,0.0003924687,0.0004660673,0.0001378845,0.00002712071,0.0002347543,0.0004613472,0.004630154],"category_scores_gemma":[0.00004292516,0.000338452,0.0001737645,0.0001902931,0.0001790915,0.000704197,0.0001105191,0.000753425,0.0002177876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007825736,"about_ca_system_score_gemma":0.0007108929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03502605,"about_ca_topic_score_gemma":0.146072,"domain_scores_codex":[0.9987304,0.0002028841,0.0001946137,0.0005420863,0.00006377024,0.0002662853],"domain_scores_gemma":[0.9990812,0.000153567,0.000445227,0.000204352,0.00002784928,0.00008779534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00154239,0.0005777545,0.8972228,0.0008008475,0.0008981458,0.0007420508,0.01062473,0.000003005584,0.0001113798,0.0008991926,0.08364406,0.002933624],"study_design_scores_gemma":[0.001180721,0.0001476652,0.7808541,0.0003453605,0.000714345,0.00001737751,0.004278156,0.00002014585,0.00007948186,0.0001273265,0.2118476,0.0003877399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603547,0.02088183,0.000001863189,0.000223132,0.0005880749,0.0003517125,0.0007192158,0.0001377416,0.01674169],"genre_scores_gemma":[0.9340956,0.0008454244,0.00002197619,0.00007535559,0.00004991011,0.000002372508,0.00514566,0.00004219272,0.05972148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1282035,"threshold_uncertainty_score":0.9999068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009064244972592502,"score_gpt":0.2048571110237835,"score_spread":0.195792866051191,"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."}}