{"id":"W4317852405","doi":"10.14745/ccdr.v49i01a04","title":"Novel six-month all oral treatment of pre-extensively drug-resistant tuberculosis in Canada: New treatment options present new implementation challenges","year":2023,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Vancouver General Hospital; University of British Columbia","funders":"British Columbia Centre for Disease Control","keywords":"Bedaquiline; Medicine; Intensive care medicine; Linezolid; Context (archaeology); Tuberculosis; Drug; Regimen; Clinical trial; Drug resistant tuberculosis; Extensively drug-resistant tuberculosis; Pharmacology; Mycobacterium tuberculosis; Surgery; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.001391181,0.0002268166,0.0004090791,0.000382544,0.003106125,0.002225583,0.001745826,0.001320742,0.005074993],"category_scores_gemma":[0.004946354,0.0001426831,0.0004481203,0.0007021309,0.00171089,0.001146639,0.001879399,0.003363814,0.0002661394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02801677,"about_ca_system_score_gemma":0.1267093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9134913,"about_ca_topic_score_gemma":0.9771852,"domain_scores_codex":[0.9980057,0.0003600948,0.0001574521,0.0001581537,0.0007386382,0.0005799568],"domain_scores_gemma":[0.9937308,0.0005317999,0.0005465552,0.0001254812,0.002249956,0.002815393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000586459,0.0008616133,0.1092855,0.002770653,0.0001394217,0.007050242,0.004288452,0.002217504,0.008293232,0.01469456,0.126891,0.7229214],"study_design_scores_gemma":[0.0005128045,0.001655062,0.2570311,0.007374883,0.0004655292,0.01058984,0.02117512,0.004450246,0.004191995,0.008133198,0.6841269,0.0002933783],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2121703,0.08612017,0.006496122,0.6410322,0.001915972,0.0005952499,0.001157685,0.0002942808,0.05021815],"genre_scores_gemma":[0.8035699,0.07625287,0.02607655,0.07711641,0.001459398,0.0002172098,0.001116983,0.0001429648,0.01404766],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08650869,"threshold_uncertainty_score":0.2032769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09562715923765212,"score_gpt":0.3690146588397019,"score_spread":0.2733874996020497,"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."}}