{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002154813,0.0003191134,0.0007455677,0.0002238481,0.0003326203,0.00008653873,0.0002236966,0.0001162902,0.0004208536],"category_scores_gemma":[0.002252965,0.0002591955,0.0002706127,0.0008415712,0.00007999832,0.000258094,0.0004446488,0.0003190361,0.00003712299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002142937,"about_ca_system_score_gemma":0.0003723773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105954,"about_ca_topic_score_gemma":0.001478452,"domain_scores_codex":[0.9974171,0.0002657595,0.0005175144,0.0006134721,0.0004334527,0.0007526823],"domain_scores_gemma":[0.9981219,0.0001663355,0.0002404155,0.000520789,0.0004061451,0.0005444087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002583448,0.001455566,0.9828771,0.0005075643,0.0003360878,0.000302027,0.00003449036,0.00005877325,0.0001236736,0.0003120558,0.01244963,0.001284646],"study_design_scores_gemma":[0.002451124,0.0008345749,0.9936206,0.0002924054,0.000669568,0.0002724777,0.0001419608,0.00002191913,0.000278205,0.0004221012,0.000698868,0.000296144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806472,0.002233922,0.00008687513,0.001074008,0.0003355003,0.001057284,0.0001022041,0.0001240905,0.0143389],"genre_scores_gemma":[0.9969147,0.001457309,0.00008514833,0.0006291456,0.0001885505,0.0002237359,0.0002241441,0.00005602282,0.0002211939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01626754,"threshold_uncertainty_score":0.9999861,"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."}}