{"id":"W2107309301","doi":"10.1016/j.ijid.2014.12.003","title":"Why healthcare workers are sick of TB","year":2015,"lang":"en","type":"article","venue":"International Journal of Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prevention of Organ Failure","funders":"","keywords":"Tuberculosis; Medicine; Psychological intervention; Health care; Stigma (botany); Disease; Front line; Infection control; Intensive care medicine; Nursing; Psychiatry; 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":[0.0002777234,0.0000863828,0.0003284238,0.0003076782,0.00001640968,0.00001178024,0.000156649,0.00005122406,0.00009629707],"category_scores_gemma":[0.002662775,0.00006545308,0.0002227534,0.000109759,0.00008964747,0.0001246667,0.000040395,0.0002052903,0.00001372652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002311863,"about_ca_system_score_gemma":0.0004150872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004150748,"about_ca_topic_score_gemma":0.0000722683,"domain_scores_codex":[0.9985649,0.0001244652,0.0004594189,0.00008794,0.000608291,0.0001550055],"domain_scores_gemma":[0.996893,0.0001832758,0.00041067,0.00009999506,0.001931034,0.0004820136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008067081,0.0003359864,0.8858548,0.00002958137,0.0004257495,0.0002321396,0.000072702,0.0001692607,0.00006265986,0.0001258977,0.1095689,0.002315559],"study_design_scores_gemma":[0.005656308,0.00229168,0.9415224,0.0008435454,0.000181308,0.002137159,0.001179612,0.0001463198,0.0003339629,0.004000932,0.04154371,0.0001631062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615467,0.002516961,0.0002664635,0.03329612,0.001091128,0.00009649771,0.00004145728,0.0000192502,0.001125431],"genre_scores_gemma":[0.9944901,0.0002705877,0.00007594365,0.004279983,0.0008123781,0.000002690473,0.00001034542,0.00001009912,0.00004791057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06802519,"threshold_uncertainty_score":0.3187782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03952643698244136,"score_gpt":0.3770187698082156,"score_spread":0.3374923328257743,"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."}}