{"id":"W4399317455","doi":"","title":"Passive tick surveillance and detection of <i>Borrelia burgdorferi</i> in ticks from companion animals in British Columbia: 2018 to 2020.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control","funders":"British Columbia Centre for Disease Control","keywords":"Epidemiological surveillance; Computer science; Remote sensing; Geography; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004645195,0.000280343,0.0001762539,0.0006242587,0.0005362585,0.0006323872,0.0006513086,0.0002875556,0.001890299],"category_scores_gemma":[0.001481154,0.0001811811,0.0000921095,0.0009568685,0.0003800597,0.0002918493,0.000429207,0.000454392,0.0002487933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003536803,"about_ca_system_score_gemma":0.003377993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8602736,"about_ca_topic_score_gemma":0.9014212,"domain_scores_codex":[0.9996235,0.00004052973,0.00002419684,0.00005650259,0.0001281597,0.0001271369],"domain_scores_gemma":[0.9984775,0.0001092853,0.0004246972,0.00004537523,0.0007087084,0.0002344848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001079685,0.00004005655,0.9909453,0.00003880878,0.00001885773,0.00008195927,0.0001524689,0.000054,0.0005684962,0.00001261401,0.001064829,0.006914627],"study_design_scores_gemma":[0.000004382502,0.0000339937,0.9988332,0.00002341304,0.00001110431,0.00009272913,0.0003842948,0.0001351193,0.000101565,0.000004487876,0.0003738818,0.000001813083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945818,0.0005377301,0.0001321985,0.0001784741,0.000009076687,0.00003034975,0.002707951,0.00001364437,0.001808653],"genre_scores_gemma":[0.9972419,0.0003415758,0.0001122224,0.00007269375,0.000005947817,0.00000957778,0.001514645,0.000001996077,0.0006994999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1397264,"threshold_uncertainty_score":0.2810985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006233698323841201,"score_gpt":0.1954017958742666,"score_spread":0.1891680975504254,"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."}}