{"id":"W2563180105","doi":"10.1155/2016/8249843","title":"Is Universal Screening Necessary? Incidence of Tuberculosis among Tibetan Refugees Arriving in Calgary, Alberta","year":2016,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Refugee; Incidence (geometry); Chest radiograph; Tuberculosis; History of tuberculosis; Cohort; Active tuberculosis; Retrospective cohort study; Latent tuberculosis; Demography; Cohort study; Pediatrics; Mycobacterium tuberculosis; Internal medicine; Surgery; Pathology; Radiography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001312389,0.0002014318,0.0005219446,0.001093786,0.0001619606,0.00002189908,0.0003252609,0.0002319175,0.001266574],"category_scores_gemma":[0.001994573,0.0001492701,0.0001757255,0.0004341626,0.0003312705,0.0003899155,0.00005493697,0.0006534701,0.00003044057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007620378,"about_ca_system_score_gemma":0.00147721,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1273354,"about_ca_topic_score_gemma":0.4336298,"domain_scores_codex":[0.9973763,0.0003831796,0.0006564847,0.0003229351,0.0003652385,0.0008958699],"domain_scores_gemma":[0.9970307,0.0004425348,0.0001957878,0.0003665937,0.0002221808,0.001742195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008180515,0.00001417479,0.9744401,0.00002356121,0.00009455148,0.0006992823,0.0001636363,0.000006343321,0.004884446,0.0001114296,0.005777637,0.01370305],"study_design_scores_gemma":[0.001334562,0.0003020854,0.9661937,0.001002075,0.0000341642,0.0002574004,0.0001460563,0.0001520797,0.001470786,0.0001014353,0.02880322,0.0002023765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888217,0.0006993678,0.0001520288,0.006524351,0.00008991551,0.000156025,0.00001321666,0.000007659393,0.003535728],"genre_scores_gemma":[0.9958218,0.000131479,0.0002340538,0.003148766,0.0001946194,0.000004022716,0.000001410468,0.00003019669,0.0004336504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3062944,"threshold_uncertainty_score":0.9996464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02587140925471891,"score_gpt":0.3007147050215602,"score_spread":0.2748432957668413,"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."}}