{"id":"W3164387215","doi":"10.1055/s-0041-1727250","title":"Mycobacteria: Selection of Transplant Candidates and Post–lung Transplant Outcomes","year":2021,"lang":"en","type":"article","venue":"Seminars in Respiratory and Critical Care Medicine","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Tuberculosis; Nontuberculous mycobacteria; Epidemiology; Lung transplantation; Disease; Intensive care medicine; Population; Mycobacterium tuberculosis; Lung disease; Leprosy; Immunology; Antimicrobial; Lung; Mycobacterium; Pathology; Internal medicine; Microbiology; Environmental health; Biology","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":[0.0006720735,0.000147851,0.0002314926,0.0003729007,0.0004542103,0.000774438,0.0003035664,0.0004798666,0.004049669],"category_scores_gemma":[0.002291353,0.00008071394,0.0003267163,0.0005275757,0.0003021352,0.0006061511,0.0004207527,0.0006363756,0.0005206237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000212697,"about_ca_system_score_gemma":0.0002452483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005477781,"about_ca_topic_score_gemma":0.0006645103,"domain_scores_codex":[0.999551,0.0001035728,0.00004854693,0.00008243255,0.00009236068,0.0001221847],"domain_scores_gemma":[0.9985204,0.000213539,0.0006165674,0.00004807837,0.0000697033,0.0005316753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002980713,0.00005626978,0.994607,0.00001532777,0.00003433652,0.0002421173,0.0000499908,0.00004532987,0.0002820275,0.00006302384,0.0002870518,0.004019472],"study_design_scores_gemma":[0.000008560769,0.0001883511,0.9969854,0.00003144803,0.0000420816,0.00131965,0.0002427789,0.0002184715,0.0001144869,0.0001580252,0.0006821674,0.000008627434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962894,0.001565741,0.0001383873,0.0004175677,0.0000443704,0.000005907235,0.0001644532,0.000005690357,0.001368414],"genre_scores_gemma":[0.9993739,0.0002221038,0.00002830387,0.00005544885,0.00005565042,0.000002948844,0.0001245141,0.000002239574,0.0001349347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004049669,"threshold_uncertainty_score":0.01354748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556339247326823,"score_gpt":0.3198220293168351,"score_spread":0.3042586368435669,"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."}}