{"id":"W4407702786","doi":"10.1111/tid.70003","title":"<i>Mycobacterium abscessus</i> Complex Infections Among Lung Transplant Recipients: A Multicenter Retrospective Cohort Study in Canada","year":2025,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Alberta Hospital Edmonton; University of British Columbia; Vancouver General Hospital; University Health Network; University of Alberta Hospital; Health Sciences Centre; Providence Health Care; Institut National de Santé Publique du Québec; University of Manitoba; Public Health Agency of Canada; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Mycobacterium abscessus; Transplantation; Lung transplantation; Internal medicine; Nontuberculous mycobacteria; Retrospective cohort study; Incidence (geometry); Contraindication; Surgery; Gastroenterology; Mycobacterium; Pathology; Tuberculosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002853143,0.000431955,0.0007429454,0.000512371,0.0002359794,0.00006853863,0.0001759225,0.00008650274,0.0006636699],"category_scores_gemma":[0.0001004294,0.00040903,0.0001937005,0.0008962014,0.00009633636,0.0002179257,0.00003200104,0.0006117134,0.00001672096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002106633,"about_ca_system_score_gemma":0.001678626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7340062,"about_ca_topic_score_gemma":0.9161465,"domain_scores_codex":[0.9968621,0.0002473609,0.0006591685,0.0007698408,0.0006643849,0.0007971626],"domain_scores_gemma":[0.9981558,0.0002198235,0.0000867417,0.0005674039,0.0002140555,0.0007562315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001473398,0.003174214,0.9910557,0.0004083569,0.000515903,0.001414392,0.0003116248,0.00005270663,0.0002006703,0.00001901861,0.001332256,0.00004180814],"study_design_scores_gemma":[0.005981566,0.0002503918,0.9909428,0.0006823099,0.0009071021,0.00001697067,0.00007650382,0.0005758096,0.00006159712,0.00001092511,0.0001517239,0.000342302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901556,0.0000709134,0.0001247981,0.0002717708,0.0006552943,0.003591585,0.001133297,0.0001663563,0.003830432],"genre_scores_gemma":[0.997299,0.0004200868,0.000004286153,0.0005551078,0.00007610536,0.0009160945,0.0005362559,0.00003833638,0.0001547956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1821403,"threshold_uncertainty_score":0.9998361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008081045632758226,"score_gpt":0.2612842017608419,"score_spread":0.2532031561280837,"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."}}