{"id":"W4210332216","doi":"10.47339/ephj.2021.201","title":"Assessing knowledge and preventive behavior of BC hikers towards Lyme disease","year":2021,"lang":"en","type":"article","venue":"BCIT Environmental Public Health Journal","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"British Columbia Institute of Technology","keywords":"Lyme disease; Disease; Statistical software; Demography; Medicine; Environmental health; Geography; Psychology; Gerontology; Computer science; Immunology; Data science; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004905734,0.000225173,0.0002292353,0.000739123,0.001196737,0.000874689,0.0004762941,0.0003649648,0.003486722],"category_scores_gemma":[0.001493144,0.0001934801,0.0001987269,0.0007201092,0.00021826,0.0002094317,0.0004070908,0.0004095981,0.0004993998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002616897,"about_ca_system_score_gemma":0.001931629,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7069227,"about_ca_topic_score_gemma":0.8274623,"domain_scores_codex":[0.9996448,0.00004000678,0.00002600847,0.00003644156,0.0001273609,0.0001253989],"domain_scores_gemma":[0.9987525,0.000134041,0.0002154363,0.00003603895,0.0005293431,0.0003327381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005513658,0.000320618,0.9897705,0.00004954624,0.00001975614,0.00005497141,0.001373979,0.00004400876,0.00034022,0.000009659681,0.0005943443,0.007367277],"study_design_scores_gemma":[0.000002923856,0.00009281134,0.9975502,0.00001795337,0.00001038687,0.00002200142,0.001652801,0.00009404401,0.00007008507,0.000005119835,0.0004767403,0.000004949562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978178,0.0001064551,0.00002549415,0.00004565754,0.00000325602,0.00005136192,0.0002812667,0.000003510359,0.001665293],"genre_scores_gemma":[0.99721,0.0001914777,0.0001356631,0.00007095947,0.000003218096,0.00004556616,0.0004070849,0.000001229792,0.001934856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2930773,"threshold_uncertainty_score":0.5896066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0281600581622343,"score_gpt":0.3055887930205559,"score_spread":0.2774287348583216,"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."}}