{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004651853,0.0001881451,0.0003212423,0.0001221872,0.0004081563,0.00008083097,0.0001246827,0.0001065842,0.002834741],"category_scores_gemma":[0.0001431453,0.0001852038,0.0001486884,0.00009966503,0.000323972,0.0005127735,0.0001672109,0.0003685107,0.00006312242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004419314,"about_ca_system_score_gemma":0.001382065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000370774,"about_ca_topic_score_gemma":0.000008059016,"domain_scores_codex":[0.9979488,0.0006773057,0.0004943796,0.0002941728,0.0000894758,0.000495909],"domain_scores_gemma":[0.9989545,0.00006493897,0.0003274583,0.0001919758,0.00002790846,0.0004331942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009052525,0.005654769,0.6306452,0.0002057584,0.0006118736,0.0002162784,0.001320729,0.000003669223,0.04747125,0.0002042958,0.005005496,0.3085701],"study_design_scores_gemma":[0.001509357,0.0001595509,0.9743887,0.00006860423,0.00009074927,0.0007960419,0.001129139,0.000002417113,0.001610082,0.00005439442,0.02000224,0.0001887546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724957,0.02503434,0.0001786948,0.001057525,0.0006042726,0.0001947341,0.0001126522,0.00002326064,0.0002988229],"genre_scores_gemma":[0.9975911,0.001230122,0.00007556042,0.0003303888,0.00006147724,0.00001658299,0.0001121263,0.00002317062,0.0005594827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3437435,"threshold_uncertainty_score":0.9980768,"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."}}