{"id":"W3212306889","doi":"10.14745/ccdr.v47i11a07","title":"Descriptive analysis of a tuberculosis outbreak from a northern Saskatchewan First Nations community—December 2018 to May 2019","year":2021,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Health Services Authority; University of Saskatchewan","funders":"","keywords":"Contact tracing; Outbreak; Medicine; Index case; Tuberculosis; Environmental health; Active tuberculosis; Tuberculin; Descriptive statistics; Incidence (geometry); Public health; Transmission (telecommunications); Epidemiology; Demography; Disease; Infectious disease (medical specialty); Internal medicine; Nursing; Mycobacterium tuberculosis; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008871192,0.0003716842,0.0003225211,0.003022343,0.001429483,0.001015953,0.0008727936,0.0004543053,0.002659457],"category_scores_gemma":[0.00331219,0.0002499931,0.0003385456,0.004549175,0.0004265895,0.0006408875,0.001207086,0.0005541877,0.0004185997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004435614,"about_ca_system_score_gemma":0.00409649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3644015,"about_ca_topic_score_gemma":0.4656091,"domain_scores_codex":[0.9993058,0.0001224454,0.00009912784,0.0001114496,0.0001707498,0.000190489],"domain_scores_gemma":[0.9963138,0.0007535757,0.0009625796,0.0001740336,0.001323436,0.0004725143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002167926,0.000219131,0.975616,0.0001704429,0.00008357165,0.001213448,0.006782293,0.0005910171,0.0003846652,0.0001559443,0.007158981,0.007407711],"study_design_scores_gemma":[0.000006898556,0.00007923807,0.9796401,0.00007635987,0.000015611,0.0002484816,0.01726538,0.000720022,0.000101168,0.00005304438,0.001776404,0.00001730127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844774,0.00007538148,0.0002323971,0.0002019976,0.00001098207,0.0002842297,0.01278564,0.00002500633,0.001906948],"genre_scores_gemma":[0.9757426,0.0003068016,0.0006776118,0.0002577312,0.00002645846,0.0008785824,0.02025734,0.00001230579,0.001840773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6355985,"threshold_uncertainty_score":0.7245609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03079003598677709,"score_gpt":0.3027967491384109,"score_spread":0.2720067131516338,"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."}}