{"id":"W2113926700","doi":"10.1183/09031936.00149212","title":"The geographic diversity of nontuberculous mycobacteria isolated from pulmonary samples: an NTM-NET collaborative study","year":2013,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":858,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Toronto; Ministry of the Environment, Conservation and Parks","funders":"Norwegian Institute of Public Health; Statens Serum Institut; Samsung; Centre Hospitalier Universitaire de Nantes; National Health Laboratory Service; National Taiwan University; Karolinska Institutet; Uniwersytet Warszawski; Sungkyunkwan University; University of Toronto; Medicinski Fakultet, Sveučilište u Zagrebu; Bundesministerium für Bildung und Forschung; National Jewish Health; National Taiwan University Hospital; Ontario Ministry of Health and Long-Term Care; Trinity College Dublin; Radboud Universiteit; Sveučilište u Zagrebu","keywords":"Medicine; Nontuberculous mycobacteria; Pulmonary disease; Mycobacterium avium complex; Diversity (politics); Mycobacterium; Microbiology; Internal medicine; Pathology; Tuberculosis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005087313,0.0003323222,0.0007650979,0.001592321,0.0007494421,0.001024102,0.0006735512,0.0007588787,0.0007194305],"category_scores_gemma":[0.007355962,0.0003558801,0.0003421099,0.001952104,0.0005962515,0.0008411378,0.001557844,0.0003113811,0.0002462469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005286623,"about_ca_system_score_gemma":0.0005564354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005386777,"about_ca_topic_score_gemma":0.007004701,"domain_scores_codex":[0.9965801,0.001623981,0.0004506593,0.0006235073,0.0004552289,0.0002666304],"domain_scores_gemma":[0.9930544,0.002003515,0.0021104,0.001007736,0.0009657455,0.0008581536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004692321,0.000142378,0.9950275,0.0000570043,0.0000839817,0.0002169512,0.000935638,0.00007394922,0.0004874388,0.00002072517,0.00009226523,0.002392945],"study_design_scores_gemma":[0.00006311075,0.0006108941,0.9958057,0.00002420994,0.00009071617,0.001088734,0.001345308,0.0002130957,0.0002262617,0.00002161725,0.0004998958,0.00001038355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990165,0.0001616425,0.000196647,0.0000253417,0.000002630213,0.00003317244,0.0003142485,0.000002457996,0.0002473051],"genre_scores_gemma":[0.9987489,0.0001398881,0.0003948,0.00004200446,0.00001194586,0.00004185439,0.0005455555,0.000003543391,0.00007158097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005386777,"threshold_uncertainty_score":0.02690464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02893360327492466,"score_gpt":0.2721411866756877,"score_spread":0.243207583400763,"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."}}