{"id":"W2895993819","doi":"10.3390/healthcare6040125","title":"Under-Detection of Lyme Disease in Canada","year":2018,"lang":"en","type":"article","venue":"Healthcare","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"South Health Campus; University of Calgary; Mount Allison University","funders":"Fondation canadienne de la maladie de Lyme; Natural Sciences and Engineering Research Council of Canada","keywords":"Lyme disease; Serology; Incidence (geometry); Disease; LYME; Borrelia burgdorferi; Medicine; Tick; Borrelia; Immunology; Virology; Antibody; Pathology; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000473139,0.00008065581,0.0001388835,0.00007190618,0.00007130832,0.000001566206,0.00006955661,0.00006195807,0.0002372127],"category_scores_gemma":[0.00005526676,0.00008132462,0.000027477,0.0001539944,0.0000835837,0.00002964488,0.00002298838,0.0001083071,0.0000643388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004283274,"about_ca_system_score_gemma":0.001547386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9565982,"about_ca_topic_score_gemma":0.9905363,"domain_scores_codex":[0.9992282,0.0001429787,0.0001954487,0.000167917,0.00002889918,0.0002366042],"domain_scores_gemma":[0.9995454,0.00004583189,0.00006764985,0.0002028491,0.00008931557,0.00004897457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003325609,0.00009554627,0.9644223,0.0001552545,0.00004427248,0.00001250739,0.0001650432,0.00001445542,0.02379089,0.0007252023,0.0006934095,0.009548583],"study_design_scores_gemma":[0.0004467202,0.0001344513,0.9805942,0.00004371461,0.000009964795,0.000006399355,0.0002257102,0.000006018592,0.01588692,0.0002969909,0.002254219,0.00009475261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953905,0.002715535,0.00001733851,0.0007000922,0.0008036265,0.0001481489,0.00007667697,0.000028852,0.0001192614],"genre_scores_gemma":[0.9993387,0.00002782217,0.000001090079,0.0004748783,0.00003879935,0.00001473834,0.00002418958,0.000009464798,0.00007030612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03393812,"threshold_uncertainty_score":0.3316322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01574458774875341,"score_gpt":0.2582157279251263,"score_spread":0.2424711401763729,"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."}}