{"id":"W7161960061","doi":"10.82308/18140","title":"The impact of abiotic and biotic factors on the tick-host-pathogen disease systems in Canada","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Borrelia burgdorferi; Disease transmission; Epidemiological surveillance; Resistance Factors","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":[0.0003318232,0.0002918029,0.0002389626,0.001459204,0.002523697,0.001808551,0.0006680895,0.000231811,0.001954916],"category_scores_gemma":[0.001032255,0.0002125987,0.0003184458,0.002767789,0.0008827136,0.0003845211,0.000870849,0.0004278025,0.0001526561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02877783,"about_ca_system_score_gemma":0.03986114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949768,"about_ca_topic_score_gemma":0.9979672,"domain_scores_codex":[0.9994565,0.00004056178,0.00002161134,0.00008475774,0.0001390193,0.0002576146],"domain_scores_gemma":[0.9990746,0.00006684364,0.0001427379,0.00002384193,0.0004895538,0.0002024908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001627847,0.00003886397,0.9650258,0.0001385079,0.0001049029,0.0002280671,0.00359434,0.001355064,0.003517513,0.0009382192,0.001644129,0.02325189],"study_design_scores_gemma":[0.000003248679,0.00001985223,0.9914945,0.00002791959,0.00003357797,0.0000491131,0.003538324,0.000734352,0.0003162384,0.00007346052,0.003693011,0.0000163427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913539,0.001478035,0.000317215,0.0004364374,0.00001343112,0.00003419994,0.002406647,0.00001840309,0.003941664],"genre_scores_gemma":[0.9955105,0.001117311,0.0003046618,0.0000600698,0.000003979611,0.00001192604,0.0007823461,0.000005683398,0.0022034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02877783,"threshold_uncertainty_score":0.2087988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007597281882921177,"score_gpt":0.2358993212823255,"score_spread":0.2283020393994043,"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."}}