{"id":"W4403827959","doi":"10.3399/bjgpo.2024.0092","title":"Lyme disease in UK primary care: a knowledge, attitude, and practice survey","year":2024,"lang":"en","type":"article","venue":"BJGP Open","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"University of Liverpool; National Institute for Health and Care Research; University of Oxford; National Institute for Health Research Health Protection Research Unit","keywords":"Respondent; Medicine; Lyme disease; Family medicine; Disease; LYME; Public health; Excellence; Nice; Borrelia burgdorferi; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001129565,0.0001692666,0.0003562419,0.001116138,0.0004222264,0.0008732787,0.0002896871,0.0007434159,0.002667318],"category_scores_gemma":[0.004424906,0.0003224356,0.0003097278,0.001464954,0.0004657999,0.0007505607,0.001013325,0.0005236486,0.0006889605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001263686,"about_ca_system_score_gemma":0.000930825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0429351,"about_ca_topic_score_gemma":0.04121717,"domain_scores_codex":[0.9985531,0.00037886,0.000241126,0.0001577186,0.0004536925,0.0002154414],"domain_scores_gemma":[0.9959181,0.0006934116,0.001738993,0.0001252941,0.0008015884,0.0007225256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004405368,0.0001038454,0.9894911,0.0001528461,0.00002333354,0.0002583607,0.002619313,0.00002496715,0.0001521155,0.00001593077,0.001619874,0.005494195],"study_design_scores_gemma":[0.000009439937,0.0001447612,0.9977577,0.00004857667,0.000005731199,0.0002512432,0.001157434,0.00003585725,0.00001253373,0.000005921716,0.0005670845,0.000003698245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960055,0.0004611116,0.00005238188,0.0005269551,0.000009911022,0.00007575063,0.001665472,0.000007326339,0.001195739],"genre_scores_gemma":[0.9976056,0.0005113166,0.0001479626,0.0005054304,0.00001631213,0.00008487424,0.0007253409,0.000002642483,0.0004005961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0429351,"threshold_uncertainty_score":0.08537036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02736184933768174,"score_gpt":0.3261020080902423,"score_spread":0.2987401587525605,"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."}}