{"id":"W2781803574","doi":"10.5588/pha.17.0070","title":"Occupational tuberculosis in South Africa: are health care workers adequately protected?","year":2017,"lang":"en","type":"article","venue":"Public Health Action","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Tuberculosis; Health care; Infection control; Environmental health; Family medicine; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001017817,0.0002585644,0.0001655135,0.0003505915,0.001762999,0.0009818316,0.0005151242,0.0008246448,0.003808864],"category_scores_gemma":[0.005187631,0.0002334693,0.00009573837,0.0006672035,0.00121057,0.0005815418,0.001190379,0.0004891104,0.0001991433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003116927,"about_ca_system_score_gemma":0.007002847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08072738,"about_ca_topic_score_gemma":0.1177247,"domain_scores_codex":[0.9989516,0.0003285487,0.00004954184,0.00004937355,0.00007842138,0.0005424762],"domain_scores_gemma":[0.9978511,0.0004468332,0.0008532386,0.00003450843,0.0001339249,0.0006803282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002388741,0.0001963022,0.9288113,0.0006118606,0.0000291439,0.00332127,0.0266694,0.0001336792,0.001980725,0.0004037079,0.002023539,0.03558023],"study_design_scores_gemma":[0.00004812697,0.0002822161,0.9037477,0.0005098313,0.0000223846,0.0009091158,0.08978262,0.0001712395,0.0002385993,0.0002770707,0.003997289,0.00001381807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951231,0.0007154028,0.000039642,0.002954378,0.00001571468,0.00002305331,0.00004245445,0.00000179723,0.001084534],"genre_scores_gemma":[0.9990014,0.0004164096,0.00005538697,0.0003062943,0.00001061562,0.00001151911,0.00001316467,5.662774e-7,0.0001845893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08072738,"threshold_uncertainty_score":0.160515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7389524693960322,"score_gpt":0.5646994046157278,"score_spread":0.1742530647803044,"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."}}