{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004661986,0.000224377,0.0003061009,0.0007931708,0.005520726,0.001809505,0.001118319,0.000324546,0.002941014],"category_scores_gemma":[0.001900999,0.0002514916,0.0005068311,0.002333986,0.001442599,0.0005556118,0.001264696,0.0006401748,0.0002409795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05305041,"about_ca_system_score_gemma":0.04340592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9973151,"about_ca_topic_score_gemma":0.9990156,"domain_scores_codex":[0.9993016,0.00006758678,0.00004340326,0.0001110309,0.0002252631,0.0002511338],"domain_scores_gemma":[0.9978836,0.0001629242,0.0004847686,0.00008211278,0.0006376038,0.0007489817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006188716,0.00005918614,0.9729795,0.00009225267,0.00004735072,0.0001584385,0.01378992,0.0002079452,0.0002790027,0.0007237926,0.002539707,0.009061047],"study_design_scores_gemma":[0.000003477452,0.00001823301,0.9872819,0.00005805933,0.0000166675,0.0000323974,0.009767342,0.0001153074,0.00003716063,0.00006287549,0.002592702,0.00001391708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889826,0.001042056,0.0001166575,0.001404851,0.00002079538,0.00005792322,0.001862162,0.000009758997,0.006503288],"genre_scores_gemma":[0.9956763,0.0006994845,0.0002164954,0.0001359799,0.000005983413,0.00002961158,0.0004524583,0.000004087944,0.002779522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05305041,"threshold_uncertainty_score":0.3849095,"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."}}