{"id":"W3199353591","doi":"10.17269/s41997-021-00556-x","title":"Engaging frontline providers: an important key to eliminating tuberculosis in Canada, and other high-income countries","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Tuberculosis; Pandemic; Medicine; Workforce; Transmission (telecommunications); Expanded access; Health care; Public health; Medical emergency; General partnership; Disease; Intensive care medicine; Environmental health; Coronavirus disease 2019 (COVID-19); Business; Nursing; Economic growth; Infectious disease (medical specialty); Computer science","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":[0.006118418,0.0007036434,0.0007879077,0.001329803,0.01422865,0.01095033,0.003489846,0.007667605,0.02660345],"category_scores_gemma":[0.02145398,0.0006957143,0.0007619366,0.001922033,0.003944558,0.004164696,0.006216315,0.01527182,0.002625731],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05928978,"about_ca_system_score_gemma":0.338771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9420384,"about_ca_topic_score_gemma":0.9750543,"domain_scores_codex":[0.9889578,0.001770192,0.0002637047,0.0004824163,0.002812866,0.005713011],"domain_scores_gemma":[0.9219335,0.003246343,0.002955125,0.0006433012,0.01593751,0.05528429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001660462,0.0005594473,0.04671638,0.001104906,0.00009920877,0.001126585,0.006398117,0.0002884883,0.001575333,0.007865624,0.7753981,0.1587018],"study_design_scores_gemma":[0.0002292937,0.0002448311,0.1620877,0.004608467,0.000227861,0.0008816783,0.03785337,0.0005489684,0.0007331521,0.007786228,0.7845824,0.0002160734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01821414,0.01077751,0.001195249,0.9306669,0.004030719,0.0002529501,0.0006686227,0.0002314834,0.03396242],"genre_scores_gemma":[0.3592941,0.02295008,0.01345148,0.5577692,0.003202119,0.0003277631,0.0009133823,0.0002957845,0.0417961],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9407102,"threshold_uncertainty_score":0.4301794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04192599208945914,"score_gpt":0.3234638917798759,"score_spread":0.2815378996904168,"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."}}