{"id":"W3175708847","doi":"10.1111/tid.13679","title":"Treatment outcomes of nontuberculous mycobacterial pulmonary disease in lung transplant recipients","year":2021,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre; Toronto General Hospital; University of Toronto; University Health Network","funders":"Takeda Science Foundation","keywords":"Medicine; Nontuberculous mycobacteria; Culture conversion; Internal medicine; Retrospective cohort study; Lung transplantation; Radiological weapon; Lung; Surgery; Tuberculosis; Mycobacterium; Sputum; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009634578,0.0003809085,0.0007093757,0.0002687535,0.00007437247,0.00002867238,0.00009742207,0.00009841663,0.0007510385],"category_scores_gemma":[0.0000839093,0.0003176257,0.0004717766,0.000346669,0.00007958272,0.000143718,0.00001639531,0.000178642,0.00003699519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002688574,"about_ca_system_score_gemma":0.0007302409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006912591,"about_ca_topic_score_gemma":0.0002469494,"domain_scores_codex":[0.9975699,0.0001805143,0.0005662671,0.0005674511,0.0005098896,0.0006059569],"domain_scores_gemma":[0.9977875,0.0002107627,0.0000694175,0.0005471525,0.0001130862,0.001272124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005510958,0.005279392,0.9677321,0.0007751018,0.0002497916,0.01573077,0.0002875304,0.00003851175,0.003522428,0.00008012215,0.00002515458,0.0007681776],"study_design_scores_gemma":[0.00502594,0.0002837627,0.9911405,0.0004421217,0.000918373,0.0001095234,0.000008396741,0.0003033763,0.001234297,0.00005853294,0.0001867556,0.0002883508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937657,0.0007381565,0.00003002084,0.0004812144,0.0004115595,0.0008319704,0.002500208,0.00009633205,0.001144827],"genre_scores_gemma":[0.9943512,0.003242279,0.00001618919,0.0001424854,0.0001251379,0.0002562255,0.001612823,0.0000438399,0.0002098148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02340851,"threshold_uncertainty_score":0.9999276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324997959977095,"score_gpt":0.2746515436081105,"score_spread":0.2614015640083396,"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."}}