{"id":"W2192500021","doi":"10.1378/chest.2277707","title":"A Case of Phenotypically Occult MDR-TB - What Is the Optimal Therapeutic Regimen?","year":2015,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Rifabutin; Medicine; Ethambutol; Pyrazinamide; Levofloxacin; Rifampicin; Sputum culture; Tuberculosis; Linezolid; Internal medicine; Sputum; Drug resistance; Cycloserine; Isoniazid; Mycobacterium tuberculosis; Antibiotics; Pathology; Microbiology; Clarithromycin; Vancomycin","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":[0.0005849132,0.00148032,0.001597654,0.001752688,0.002970061,0.002019224,0.001911227,0.01185974,0.003892197],"category_scores_gemma":[0.007268101,0.0009976465,0.001515398,0.001483834,0.001963171,0.003482408,0.001610967,0.006776683,0.001307656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001550182,"about_ca_system_score_gemma":0.0009298477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001607115,"about_ca_topic_score_gemma":0.002349804,"domain_scores_codex":[0.9992604,0.0001562989,0.0001134049,0.0001213289,0.00009557905,0.0002530469],"domain_scores_gemma":[0.997919,0.0008160509,0.0003858643,0.0001345421,0.0001029963,0.0006414157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00009051488,0.00007021448,0.006531651,0.00004508081,0.000008593096,0.9898849,0.0001033143,0.0001171278,0.0002022597,0.0004347836,0.0007978326,0.00171364],"study_design_scores_gemma":[0.00002036391,0.00007338161,0.0028372,0.00007949493,0.00001798518,0.9944424,0.0002722144,0.0003994847,0.0001360786,0.0008752461,0.0008312949,0.00001489708],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.778045,0.03273574,0.007697904,0.128063,0.002850416,0.0004862715,0.0007168543,0.0002753286,0.04912946],"genre_scores_gemma":[0.9671838,0.007620842,0.004597141,0.01213485,0.006087874,0.00005243663,0.0002275064,0.00004958005,0.002045924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01185974,"threshold_uncertainty_score":0.01302063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09984152952219129,"score_gpt":0.3749608273561503,"score_spread":0.275119297833959,"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."}}