{"id":"W2535468295","doi":"10.1007/s40506-016-0092-6","title":"Nontuberculous Mycobacteria in Cystic Fibrosis","year":2016,"lang":"en","type":"review","venue":"Current treatment options in infectious diseases/Current treatment options in infectious disease","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Rockyview General Hospital; University of Calgary","funders":"","keywords":"Medicine; Nontuberculous mycobacteria; Azithromycin; Amikacin; Cystic fibrosis; Mycobacterium abscessus; Ethambutol; Bronchiectasis; Antibiotics; Tolerability; Internal medicine; Culture conversion; Lung; Intensive care medicine; Immunology; Tuberculosis; Mycobacterium; Pathology; Rifampicin; Microbiology; Adverse effect; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0004169361,0.003193583,0.005074141,0.007086509,0.000573217,0.0004437454,0.0005125783,0.0007130757,0.001521288],"category_scores_gemma":[0.0008741051,0.002512112,0.0032936,0.00419082,0.0004981527,0.0007970292,0.000345241,0.001202967,0.001782945],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02496501,"about_ca_system_score_gemma":0.004667285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005651952,"about_ca_topic_score_gemma":0.001244219,"domain_scores_codex":[0.987522,0.001764177,0.003323896,0.003370362,0.001082665,0.002936911],"domain_scores_gemma":[0.9918438,0.001563304,0.0008484798,0.002804667,0.0003281584,0.002611616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004091959,0.05457034,0.2408858,0.008537958,0.0008333663,0.0007289854,0.0000972925,0.0001342039,5.387537e-7,0.0007182841,0.0002977423,0.6927863],"study_design_scores_gemma":[0.02827549,0.005337825,0.1035673,0.07651541,0.01199906,0.0003154105,0.00003963216,0.0001630765,9.017375e-7,0.001197827,0.7686118,0.003976256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02925883,0.9441618,0.00004652842,0.00007572442,0.004130111,0.01252948,0.008462819,0.0007461983,0.0005885069],"genre_scores_gemma":[0.03413512,0.9086062,0.0000323183,0.00001204373,0.0009577363,0.04690285,0.008825737,0.0003405746,0.0001874041],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7683141,"threshold_uncertainty_score":0.9993914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04548966144776308,"score_gpt":0.3791195640703563,"score_spread":0.3336299026225932,"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."}}