{"id":"W2883449713","doi":"10.14745/ccdr.v41i06a04","title":"Review of methods to prevent and reduce the risk of Lyme disease","year":2015,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Ministère de la Défense Nationale","keywords":"Lyme disease; Tick; Borrelia burgdorferi; LYME; Vector (molecular biology); Disease; Transmission (telecommunications); Tick-borne disease; Medicine; Acaricide; Environmental health; Immunology; Biology; Veterinary medicine; Toxicology; Antibody; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001419957,0.0001874852,0.0005020009,0.00004231225,0.000137879,0.000005519144,0.0004964643,0.00004022828,0.0001092284],"category_scores_gemma":[0.005366012,0.0001396192,0.0001404549,0.0002318769,0.0002880736,0.00004735793,0.0004541971,0.0001922073,0.000002587366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001368413,"about_ca_system_score_gemma":0.003932062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1743979,"about_ca_topic_score_gemma":0.02269528,"domain_scores_codex":[0.9972278,0.001505435,0.0006650964,0.0002562249,0.00009818374,0.0002472037],"domain_scores_gemma":[0.9961334,0.0004290186,0.000517744,0.002152991,0.0003801005,0.0003866837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001434326,0.002297,0.2150768,0.008641822,0.003695374,0.0005136501,0.0003388884,0.0003785815,0.004318479,0.001221216,0.7389822,0.02310164],"study_design_scores_gemma":[0.0009052032,0.0001490446,0.169533,0.004566265,0.003061952,0.0002610899,0.0003523111,0.00001629447,0.004066452,0.0006978143,0.8158045,0.0005860786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2356066,0.7591954,0.00006808704,0.001990712,0.0004085825,0.001049508,0.0004749438,0.00003726395,0.001168851],"genre_scores_gemma":[0.979983,0.01760717,0.0002567847,0.001181603,0.00001470136,0.000141569,0.0001594282,0.00002709465,0.0006286259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7443764,"threshold_uncertainty_score":0.995138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03139818920440493,"score_gpt":0.3284398256825648,"score_spread":0.2970416364781598,"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."}}