{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001368716,0.000462395,0.0001978925,0.0003957053,0.005828392,0.001414308,0.001690467,0.0007010097,0.006715472],"category_scores_gemma":[0.001896122,0.0002429556,0.0002429327,0.0004543168,0.0009746937,0.0004878325,0.0009221315,0.0007897474,0.0004313128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02973529,"about_ca_system_score_gemma":0.06344166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9842855,"about_ca_topic_score_gemma":0.9955317,"domain_scores_codex":[0.9989603,0.0002646061,0.00002090953,0.0001033087,0.0001395873,0.0005112844],"domain_scores_gemma":[0.9965288,0.0001691059,0.0001443266,0.00003712926,0.0005873819,0.002533331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00142344,0.006945368,0.4189435,0.001280453,0.0001469742,0.002113603,0.03423562,0.002785447,0.01099717,0.001278026,0.1054529,0.4143974],"study_design_scores_gemma":[0.0004659308,0.002325212,0.8462161,0.000716914,0.00009682668,0.0003203707,0.04462148,0.003054071,0.001450409,0.0002498564,0.1003731,0.0001096419],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622403,0.002808149,0.001312228,0.01249306,0.0002735946,0.001444745,0.0005898324,0.0001267056,0.01871139],"genre_scores_gemma":[0.9741133,0.001745223,0.005740065,0.00415444,0.00005645245,0.0004408596,0.000410605,0.0000243905,0.01331464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02973529,"threshold_uncertainty_score":0.2157457,"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."}}