{"id":"W3088416252","doi":"10.14745/ccdr.v46i09a02","title":"Three sequential outbreaks of Group A Streptococcus over a two-year period at the Canadian Forces Leadership and Recruit School, St. Jean Garrison, Québec","year":2020,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Canadian Armed Forces","funders":"Ministère de la Défense Nationale","keywords":"Outbreak; Pharyngitis; Medicine; Epidemiology; Pediatrics; Emergency medicine; Internal medicine; Virology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0004634822,0.0003177625,0.0001597457,0.0005646424,0.002674508,0.000585317,0.000876114,0.0004427124,0.002107369],"category_scores_gemma":[0.0008878835,0.0002113738,0.0001721075,0.0005325667,0.000585706,0.0002264193,0.0007134172,0.0006063227,0.0001783465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01740061,"about_ca_system_score_gemma":0.01942825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9610248,"about_ca_topic_score_gemma":0.9882745,"domain_scores_codex":[0.9994175,0.00004292779,0.00001977213,0.0000721986,0.0001785806,0.0002690266],"domain_scores_gemma":[0.9989855,0.00004597776,0.0002246626,0.00001872277,0.0003473853,0.0003776565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001656156,0.0001715938,0.9732206,0.00007770838,0.00003694414,0.001574017,0.003112996,0.0002430346,0.002396617,0.00007080883,0.00341986,0.01551034],"study_design_scores_gemma":[0.000005334527,0.0001161247,0.9953154,0.00001938818,0.000005859776,0.0001916426,0.002904095,0.0001619924,0.0001846699,0.000005409606,0.00108366,0.000006438504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973653,0.0001659458,0.0001297485,0.0002641176,0.00001152831,0.0000993112,0.0006225227,0.00001584486,0.001325642],"genre_scores_gemma":[0.9963624,0.0001365352,0.0002328455,0.0001911284,0.000007867226,0.00003055425,0.0004903582,0.000003075783,0.002545282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03897518,"threshold_uncertainty_score":0.1262509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05897262889836074,"score_gpt":0.2912855158533556,"score_spread":0.2323128869549949,"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."}}