{"id":"W3195254612","doi":"10.1093/ofid/ofab435","title":"Distinguishing Features of Adolescents With Undiagnosed Infectious Tuberculosis Attending a Pediatric Emergency Department","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"Hospital for Sick Children","keywords":"Medicine; Emergency department; Chest radiograph; Pediatric Infectious Disease; Tuberculosis; Pediatrics; Pneumonia; Emergency medicine; Radiography; Surgery; Internal medicine; Pathology; Psychiatry","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":[0.0004072032,0.0002566418,0.0002802642,0.001184222,0.0002508051,0.0004175784,0.0002313622,0.0003681431,0.00197381],"category_scores_gemma":[0.002909381,0.0001806861,0.0002362955,0.0005630074,0.0002549211,0.000570095,0.0003680773,0.0004203097,0.0001854969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002253209,"about_ca_system_score_gemma":0.0005210514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001648442,"about_ca_topic_score_gemma":0.003163032,"domain_scores_codex":[0.9997179,0.00006493052,0.00006318082,0.00004125858,0.00005261915,0.00006004427],"domain_scores_gemma":[0.9983497,0.0003397411,0.0008420386,0.00003431519,0.0001403373,0.0002939365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002605616,0.00001532767,0.9979057,0.000009443903,0.000004377396,0.0005014247,0.00003879862,0.00002527454,0.0002096848,0.00002311539,0.00005455253,0.001186287],"study_design_scores_gemma":[0.000006549355,0.0001184941,0.9889945,0.00005084997,0.00002025092,0.009166403,0.0005297462,0.0004219369,0.0002750719,0.00007304637,0.0003387252,0.000004523395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981444,0.0004478665,0.0002756716,0.00009952147,0.00001235754,0.00002378958,0.0001615029,0.000007366949,0.0008275376],"genre_scores_gemma":[0.9991544,0.0001775504,0.0004221514,0.00002523546,0.00001230884,0.000007379196,0.0001351505,0.000001872041,0.00006391673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00197381,"threshold_uncertainty_score":0.006603062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534122041422889,"score_gpt":0.3188058416439644,"score_spread":0.3034646212297355,"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."}}