{"id":"W4408607870","doi":"10.1097/inf.0000000000004805","title":"Identification and Management of Paradoxical Reactions in Pediatric Tuberculosis","year":2025,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute of Health Services and Policy Research; Hospital for Sick Children","funders":"","keywords":"Identification (biology); Tuberculosis; Medicine; Biology; 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":[0.00048917,0.0001711411,0.0002515563,0.0006584098,0.0002850598,0.00005565461,0.00008747699,0.00006594262,0.0000546565],"category_scores_gemma":[0.000125875,0.0001245472,0.0002209392,0.001165119,0.00005969371,0.0001175038,0.00006259206,0.000360794,0.00001259817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001493332,"about_ca_system_score_gemma":0.0001686933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003681337,"about_ca_topic_score_gemma":0.000005079065,"domain_scores_codex":[0.998478,0.0001205617,0.0006253316,0.0002198332,0.0002977439,0.0002585176],"domain_scores_gemma":[0.9989857,0.0001413138,0.0002125405,0.0002904615,0.0001484687,0.0002215289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001613349,0.0007603302,0.9937399,0.0008733799,0.0001563774,0.00005624533,0.00004460552,0.0001432813,0.00001356723,0.001720603,0.001092113,0.001238275],"study_design_scores_gemma":[0.001382476,0.00006162163,0.9903745,0.00005896361,0.003111887,0.0001742377,0.00006916397,0.0002737837,0.00000754684,0.004262273,0.0001139512,0.0001095639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923165,0.002326461,0.0003314408,0.001707011,0.0004008381,0.0004960008,0.000008563405,0.00003967531,0.00237352],"genre_scores_gemma":[0.9737797,0.02524799,0.00002018508,0.0001574634,0.0004920147,0.00005371032,0.000003079095,0.00001393286,0.0002319603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02292153,"threshold_uncertainty_score":0.5078887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006419922253615174,"score_gpt":0.2667369531339845,"score_spread":0.2603170308803694,"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."}}