{"id":"W3206618010","doi":"10.1371/journal.pone.0258466","title":"More than ticking boxes: Training Lyme disease education ambassadors to meet outreach and surveillance challenges in Québec, Canada","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; Institut National de Santé Publique du Québec","funders":"Parks Canada; Institut National de Santé Publique du Québec; Public Health Agency; Public Health Agency of Canada","keywords":"Outreach; Public health; Lyme disease; Ixodes scapularis; Environmental health; Tick; Population; Medicine; Veterinary medicine; Nursing; Political science; Ixodidae","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":[0.0000859332,0.000146551,0.0002626903,0.00007673474,0.00008557377,0.00001442805,0.00008229932,0.00006255638,0.00007720274],"category_scores_gemma":[0.0005295554,0.0001597377,0.0000247787,0.0001191836,0.00004494832,0.00005353119,0.00005378905,0.0000980883,0.000008884277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002059489,"about_ca_system_score_gemma":0.001978739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2597206,"about_ca_topic_score_gemma":0.9580085,"domain_scores_codex":[0.9989693,0.0001647158,0.0001733612,0.0003550223,0.00005680953,0.0002808276],"domain_scores_gemma":[0.9993663,0.0001644752,0.00004979503,0.0002439244,0.00008479304,0.00009067933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008325768,0.00167398,0.9635738,0.000235174,0.0004359006,0.00007138753,0.003866139,0.0000138345,0.02118351,0.0002638746,0.001100375,0.007498815],"study_design_scores_gemma":[0.0004948751,0.00003803189,0.990261,0.0003030461,0.00007364121,0.00001509453,0.004379361,0.000008677395,0.002852022,0.00005211429,0.001227049,0.0002951007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631866,0.02865219,8.6596e-7,0.007322919,0.0001380722,0.000166291,0.00005668843,0.00004692563,0.0004294161],"genre_scores_gemma":[0.9984892,0.0004053227,0.00002251573,0.0005253816,0.00004647341,0.00007357984,0.00007268718,0.00002048266,0.0003443756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6982878,"threshold_uncertainty_score":0.745209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04029549709884703,"score_gpt":0.2357534493314151,"score_spread":0.1954579522325681,"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."}}