{"id":"W3008022812","doi":"10.3390/ijerph17051462","title":"Occupational Tuberculosis Among Laboratory Workers in South Africa: Applying a Surveillance System to Strengthen Prevention and Control","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Environmental health; Tuberculosis; Tuberculosis control; Occupational safety and health; Occupational exposure; Tuberculosis prevention; Business; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006470782,0.0003680503,0.0002277945,0.002902858,0.0005574092,0.001180944,0.0006376943,0.0002911082,0.0007349699],"category_scores_gemma":[0.01148804,0.0002122621,0.0002268505,0.002262819,0.0003457827,0.00103877,0.001412374,0.000274904,0.0000927876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001665635,"about_ca_system_score_gemma":0.003162583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0397911,"about_ca_topic_score_gemma":0.03162806,"domain_scores_codex":[0.9974062,0.00150938,0.000364507,0.0002240391,0.0002810222,0.0002148047],"domain_scores_gemma":[0.9957055,0.001203723,0.001477858,0.0002835089,0.0009651972,0.0003640637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009217334,0.00005460787,0.9601621,0.0002935549,0.00004027569,0.00009797981,0.002143984,0.0003428343,0.0009524404,0.0001344814,0.0004323756,0.03525319],"study_design_scores_gemma":[0.00003138111,0.0003006042,0.9895438,0.0005102009,0.0000581706,0.0001861747,0.004092999,0.002223911,0.0006008018,0.0001424027,0.002294766,0.00001487388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913481,0.001189151,0.002275412,0.001033742,0.00002949352,0.0006575179,0.001332241,0.00004215628,0.00209223],"genre_scores_gemma":[0.9938524,0.0007352228,0.004569037,0.00009563736,0.00001455044,0.000187032,0.0004378872,0.000002195236,0.0001059817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0397911,"threshold_uncertainty_score":0.07911897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07140623773660473,"score_gpt":0.3685601132977502,"score_spread":0.2971538755611455,"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."}}