{"id":"W2821911193","doi":"10.1016/j.rmed.2018.07.003","title":"Adjuvant lung resection in the management of nontuberculous mycobacterial lung infection: A retrospective matched cohort study","year":2018,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; Mount Sinai Hospital; University of Toronto; University Health Network; Toronto General Hospital; West Park Healthcare Centre; Canada Research Chairs; Toronto Western Hospital","funders":"","keywords":"Medicine; Surgery; Empyema; Retrospective cohort study; Bronchopleural fistula; Pneumonectomy; Nontuberculous mycobacteria; Lung; Culture conversion; Internal medicine; Cohort; Tuberculosis; Mycobacterium; Pathology; Sputum","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004962665,0.0002683506,0.0004317817,0.0003741402,0.0004649302,0.000633234,0.0004172881,0.0006217299,0.00142227],"category_scores_gemma":[0.001330527,0.000446151,0.0005517119,0.0006124288,0.0002809048,0.0004565609,0.0003785056,0.0006446409,0.0002211761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003366195,"about_ca_system_score_gemma":0.0004055191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003668174,"about_ca_topic_score_gemma":0.004280529,"domain_scores_codex":[0.9994635,0.0001304227,0.00004928046,0.0001626602,0.00006040261,0.0001336858],"domain_scores_gemma":[0.9992272,0.0001095464,0.0003055221,0.0001210795,0.00006248114,0.000174098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001426004,0.0002410099,0.9955046,0.00001258752,0.0001514672,0.0003381717,0.00004932227,0.00004461496,0.0008251794,0.00002826021,0.00007987264,0.001298921],"study_design_scores_gemma":[0.00007606135,0.0008102959,0.9972511,0.000008766886,0.0001482941,0.0007864832,0.0002612726,0.0002338995,0.0001259247,0.0000332693,0.0002566971,0.000007935955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994341,0.0002778663,0.00006030793,0.00001453299,0.000006572302,0.000005452762,0.00007799894,0.000001000003,0.0001222343],"genre_scores_gemma":[0.999692,0.00008888874,0.00003254336,0.00001555607,0.000009389241,0.000003816501,0.00008632029,9.054117e-7,0.000070646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003668174,"threshold_uncertainty_score":0.007293642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02501730645409214,"score_gpt":0.3446791561826757,"score_spread":0.3196618497285836,"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."}}