{"id":"W4220960598","doi":"10.1080/24745332.2022.2035544","title":"Chapter 13: Tuberculosis surveillance and tuberculosis infection testing and treatment in migrants","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Travel-related health issues","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada; Government of Canada; BC Centre for Disease Control; University of British Columbia; McGill University; Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Tuberculosis; Medicine; Virology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000503903,0.0001638188,0.0004791131,0.000543775,0.0002587291,0.00001348111,0.00002967095,0.00008270993,0.0001253617],"category_scores_gemma":[0.001012294,0.0001352942,0.00003091224,0.000227297,0.0003091206,0.0000729195,0.00001313162,0.0004481432,3.814907e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003206659,"about_ca_system_score_gemma":0.0002766495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0193683,"about_ca_topic_score_gemma":0.03735663,"domain_scores_codex":[0.9986367,0.000141484,0.0004654154,0.0002128115,0.0002260867,0.0003174639],"domain_scores_gemma":[0.998147,0.0003883592,0.00006168552,0.0001026193,0.0002318327,0.001068532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007972298,0.00001676627,0.8865926,0.0002214322,0.00003985444,0.001199012,0.00272198,0.000003943705,0.0001429664,0.0001122671,0.00006653577,0.1088029],"study_design_scores_gemma":[0.002935516,0.006598252,0.9722565,0.0004641113,0.0002151485,0.00143956,0.002225315,0.00006348699,0.00002792489,0.00007273916,0.01354485,0.0001566273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.938134,0.05552696,0.000001777943,0.005386189,0.000236436,0.0001869705,0.00002146495,0.000006608908,0.0004995732],"genre_scores_gemma":[0.9971523,0.0005063569,0.00007893036,0.001967106,0.0002616968,0.000009008755,0.000002395344,0.00001815228,0.000004052947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1086463,"threshold_uncertainty_score":0.9871618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04333521358455657,"score_gpt":0.3115167888661165,"score_spread":0.2681815752815599,"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."}}