{"id":"W2239170400","doi":"10.1378/chest.15-0543","title":"Long-term Follow-up of Mycobacterium avium Complex Lung Disease in Patients Treated With Regimens Including Clofazimine and/or Rifampin","year":2015,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Infectious Diseases Society of America","keywords":"Clofazimine; Medicine; Ethambutol; Sputum culture; Sputum; Internal medicine; Rifampicin; Surgery; Rifabutin; Culture conversion; Antibiotics; Antibacterial agent; Tuberculosis; Clarithromycin; Leprosy; Immunology; Pathology; Microbiology","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":[],"consensus_categories":[],"category_scores_codex":[0.000346224,0.0002214093,0.0004895527,0.000300149,0.00007310686,0.00005768451,0.0001205714,0.00007000044,0.0001543726],"category_scores_gemma":[0.0005111327,0.0001483577,0.00007044268,0.0003041082,0.0001284027,0.0002387575,0.0001022642,0.0003404117,0.000005498628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002340122,"about_ca_system_score_gemma":0.0003771235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005501408,"about_ca_topic_score_gemma":0.00003665817,"domain_scores_codex":[0.9982075,0.0001016184,0.000440619,0.00024017,0.0005532359,0.0004568478],"domain_scores_gemma":[0.9977914,0.00008319785,0.0002171973,0.0002468577,0.0004139495,0.001247364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0103734,0.0005355149,0.9840833,0.0003876553,0.00008634871,0.0006478702,0.0003400607,8.84865e-7,0.001198287,0.000001941944,0.001457579,0.0008871605],"study_design_scores_gemma":[0.01454271,0.001337253,0.9817684,0.0009399439,0.000156038,0.0001030521,0.00005033289,0.00009178117,0.0006425537,0.000004922043,0.0001999034,0.0001630554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985096,0.0002315979,0.00002654365,0.0004946803,0.000101228,0.0003791193,0.00003264485,0.00001762181,0.000206894],"genre_scores_gemma":[0.9987808,0.0002148439,0.0002515674,0.0001021462,0.0001902939,0.00001467039,0.0001221313,0.00003287627,0.0002905984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004169309,"threshold_uncertainty_score":0.604985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07070187142328314,"score_gpt":0.3241597282309831,"score_spread":0.2534578568076999,"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."}}