{"id":"W3203276943","doi":"10.3390/pathogens10101284","title":"Monitoring Risk: Tick and Borrelia burgdorferi Public Participatory Surveillance in the Canadian Maritimes, 2012–2020","year":2021,"lang":"en","type":"article","venue":"Pathogens","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Izaak Walton Killam Health Centre; University of Prince Edward Island; Mount Allison University; Université de Moncton","funders":"Fondation canadienne de la maladie de Lyme; Natural Sciences and Engineering Research Council of Canada","keywords":"Ixodes scapularis; Borrelia burgdorferi; Tick; Biology; Lyme disease; Borrelia; Ixodes; Veterinary medicine; Zoology; Ixodidae; Virology; Medicine; Immunology","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":[0.0004609531,0.0001500753,0.0001927211,0.00007115844,0.0003413976,0.00006817755,0.0001430163,0.0001629363,0.0003886578],"category_scores_gemma":[0.0005459611,0.0001322955,0.00005429285,0.0002578313,0.0001316287,0.00008083889,0.00005681631,0.000332981,0.0001820527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000999998,"about_ca_system_score_gemma":0.0004058862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02801663,"about_ca_topic_score_gemma":0.3080179,"domain_scores_codex":[0.9982276,0.0006853387,0.0001969414,0.0003092089,0.00004101907,0.0005398773],"domain_scores_gemma":[0.9991882,0.0002305234,0.00005444743,0.0003515964,0.00008735995,0.00008789978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005982864,0.00005872347,0.9876767,0.000008710361,0.00005768316,0.000176266,0.0003231414,0.000002959538,0.006708345,0.0001662669,0.002232035,0.002583201],"study_design_scores_gemma":[0.0003217455,0.00002512748,0.9603875,0.00001177552,0.00002818349,0.0001379715,0.0002510138,0.000004846469,0.0007808783,0.00006877066,0.03782452,0.0001576861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734737,0.02355651,0.000004283746,0.0007023327,0.000742738,0.0001358158,0.0002345984,0.00004296342,0.001107084],"genre_scores_gemma":[0.9986128,0.0007383947,0.00001529612,0.0002019725,0.00008441204,0.00005251439,0.00006374444,0.00001664771,0.0002142666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2800013,"threshold_uncertainty_score":0.9784559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287290930046882,"score_gpt":0.2465626009725709,"score_spread":0.2236896916721021,"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."}}