{"id":"W2153700132","doi":"10.1186/1471-2334-11-3","title":"A comparative examination of tuberculosis immigration medical screening programs from selected countries with high immigration and low tuberculosis incidence rates","year":2011,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Ottawa Hospital; University of Ottawa","funders":"Government of Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Tuberculosis; Immigration; Medicine; Incidence (geometry); Disease; Medical microbiology; Infectious disease (medical specialty); Environmental health; Family medicine; Geography; Immunology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003729102,0.000285506,0.0006774315,0.0002534895,0.000176111,0.00003643646,0.00008554475,0.0001970981,0.000236408],"category_scores_gemma":[0.0008685951,0.0002172071,0.00008259226,0.0005972043,0.0004942901,0.000409074,0.00005105561,0.0002247161,0.00001097562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008823488,"about_ca_system_score_gemma":0.0003028463,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009889927,"about_ca_topic_score_gemma":0.009686454,"domain_scores_codex":[0.9974485,0.0005349574,0.0005101236,0.0004835645,0.0006610197,0.00036182],"domain_scores_gemma":[0.9976438,0.0006689163,0.0002348377,0.0002476514,0.0008257389,0.000379095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001016113,0.0006178714,0.9915876,0.0002145323,0.0003972143,0.00001442272,0.001788646,0.0000103525,0.0008133097,0.0001567199,0.0001186728,0.003264547],"study_design_scores_gemma":[0.001748311,0.001610654,0.9813402,0.000468475,0.0004299161,0.00004928965,0.0007816114,0.006968084,0.006259687,0.000111297,0.00000925828,0.0002232712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947712,0.0007941266,0.003038883,0.0001827384,0.00003550856,0.0008485477,0.0000586077,0.0001551811,0.0001151515],"genre_scores_gemma":[0.9971402,0.0005309797,0.001016987,0.00015347,0.0001053156,0.0002814303,0.0007368514,0.00002386779,0.0000108881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01024745,"threshold_uncertainty_score":0.9967033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02398407234714817,"score_gpt":0.2919868253203108,"score_spread":0.2680027529731626,"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."}}