{"id":"W3138259852","doi":"10.1371/journal.pone.0248493","title":"Individual and public health consequences associated with a missed diagnosis of pulmonary tuberculosis in the emergency department: A retrospective cohort study","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; University of Alberta; Lung Association, Alberta and NWT; Alberta Health Services","keywords":"Medicine; Emergency department; Retrospective cohort study; Public health; Tuberculosis; Pulmonary tuberculosis; Cohort study; Pediatrics; Mycobacterium tuberculosis; Cohort; Emergency medicine; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009175452,0.0003164728,0.0003487919,0.001021132,0.0007634455,0.000878635,0.000723985,0.0005415605,0.001218134],"category_scores_gemma":[0.003112059,0.0005245191,0.0005573053,0.001501625,0.0003473915,0.0005060452,0.0006512245,0.0006867419,0.0001715099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001399418,"about_ca_system_score_gemma":0.001503048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1228135,"about_ca_topic_score_gemma":0.1558766,"domain_scores_codex":[0.9990067,0.0001202581,0.00009760851,0.0002645247,0.0002502088,0.0002607005],"domain_scores_gemma":[0.9975485,0.0002205848,0.001389906,0.000250818,0.0002577843,0.0003323177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003500332,0.00001557118,0.9996075,0.000002863097,0.00002258062,0.00004989143,0.00003786107,0.00001044056,0.00002088436,0.000004241006,0.00003395564,0.0001592482],"study_design_scores_gemma":[0.000005054468,0.000052243,0.99935,0.000006442446,0.00001845013,0.0002019516,0.0001712374,0.00009364568,0.00001261909,0.000006633627,0.00007866453,0.000003204327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990853,0.00009869408,0.00004657561,0.00001802827,0.000003227544,0.0000172946,0.0005675372,0.000001610311,0.0001616937],"genre_scores_gemma":[0.9991315,0.0000772728,0.00006952666,0.00002000266,0.000005930141,0.00001263045,0.0005839684,0.000001249263,0.00009788089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1228135,"threshold_uncertainty_score":0.2441972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1018412656264318,"score_gpt":0.3246725971739608,"score_spread":0.222831331547529,"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."}}