{"id":"W7106029699","doi":"10.7939/83554","title":"Impact of the COVID-19 pandemic on tuberculosis program performance in Alberta, Canada, A population-based evaluation","year":2025,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Tuberculosis; Confidence interval; Incidence (geometry); Population; Immigration; Health care; Relative risk","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0156907,0.001019084,0.0006097601,0.001562466,0.001696439,0.001894107,0.002140219,0.0009304938,0.0009457813],"category_scores_gemma":[0.0198408,0.0003577964,0.00119243,0.003531688,0.001469744,0.0006530035,0.001570803,0.0009178538,0.00009282628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08157678,"about_ca_system_score_gemma":0.1144207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9830717,"about_ca_topic_score_gemma":0.982061,"domain_scores_codex":[0.9897022,0.003679568,0.0004396858,0.0005427497,0.004274958,0.001360838],"domain_scores_gemma":[0.9813017,0.003975588,0.00256822,0.0004916346,0.007699603,0.003963361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004585105,0.001712015,0.9259214,0.0007431203,0.001243904,0.0001567823,0.001586161,0.01353132,0.0003062441,0.0006114933,0.003752714,0.04584974],"study_design_scores_gemma":[0.0006950118,0.004288182,0.9784509,0.0002920351,0.0007811051,0.00005654236,0.002124838,0.01073864,0.0003217178,0.0001277728,0.002047932,0.00007527972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896763,0.001848664,0.0005525616,0.0007659226,0.00003896436,0.0006980165,0.003186205,0.00005506812,0.003178351],"genre_scores_gemma":[0.9950676,0.0006474057,0.001193134,0.0002416643,0.00001528534,0.0002208538,0.001840507,0.000007706335,0.0007658464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08157678,"threshold_uncertainty_score":0.5918837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02437172308430687,"score_gpt":0.3219838233668885,"score_spread":0.2976121002825817,"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."}}