{"id":"W2980798328","doi":"10.1093/jme/tjz155","title":"Passive and Active Surveillance for Ixodes scapularis (Acari: Ixodidae) in Saskatchewan, Canada","year":2019,"lang":"en","type":"article","venue":"Journal of Medical Entomology","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Manitoba; Public Health Agency of Canada; Ministry of Health; University of Saskatchewan","funders":"Ministry of Health, Saskatchewan","keywords":"Ixodes scapularis; Dermacentor variabilis; Biology; Anaplasma phagocytophilum; Amblyomma americanum; Tick; Dermacentor; Ixodidae; Veterinary medicine; Population; Acari; Anaplasma; Ecology; Borrelia burgdorferi; Environmental health; 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":[0.000525455,0.0001462328,0.0005556777,0.0001392987,0.00003782701,0.000006724119,0.0002531681,0.0003909276,0.0008236371],"category_scores_gemma":[0.0009802131,0.0001182102,0.00008713798,0.00009647982,0.0001902683,0.00005560748,0.0000722718,0.0005701269,0.000009101084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001904651,"about_ca_system_score_gemma":0.001646942,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08732814,"about_ca_topic_score_gemma":0.5183389,"domain_scores_codex":[0.9985136,0.0003116074,0.0004804693,0.0001953823,0.0001437535,0.0003552052],"domain_scores_gemma":[0.9982867,0.001003641,0.000332496,0.0001182564,0.0001547924,0.0001041316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002427348,0.0005955946,0.8803141,0.0001823021,0.001508876,0.0007738032,0.001445682,0.00004197217,0.01613276,0.001595836,0.02279474,0.07218701],"study_design_scores_gemma":[0.01478522,0.001940637,0.9337718,0.0002262822,0.0001246547,0.004666316,0.00442863,0.00005066307,0.009688659,0.002134236,0.02766187,0.0005210186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925483,0.002177385,0.0001318311,0.003100346,0.001736763,0.0001837968,0.00003329672,0.000006687023,0.00008153497],"genre_scores_gemma":[0.998774,0.0001216843,0.00002235839,0.0007408502,0.00007748191,0.000008148406,0.00001170644,0.00001178303,0.0002320242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4310108,"threshold_uncertainty_score":0.9187495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005314798902188616,"score_gpt":0.2421098261505263,"score_spread":0.2367950272483377,"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."}}