{"id":"W4385399772","doi":"10.1503/cmaj.230246","title":"Time for Canada to align with global innovations in treatment for tuberculosis","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University; Public Health Ontario","funders":"","keywords":"SAFER; Tuberculosis; Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Medicine; Key (lock); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Directly Observed Therapy; Global health; Intensive care medicine; Computer science; Virology; Computer security; Public health; Pathology; Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":false,"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":[0.006250247,0.0009099845,0.0008826223,0.001621088,0.01100127,0.01153101,0.003277959,0.01271437,0.06779483],"category_scores_gemma":[0.0211594,0.0006145794,0.001486,0.002455564,0.004986586,0.00493601,0.006958585,0.01729688,0.009275411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07214118,"about_ca_system_score_gemma":0.3267228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9187403,"about_ca_topic_score_gemma":0.9483801,"domain_scores_codex":[0.9889598,0.001584699,0.0004294267,0.000580875,0.004269428,0.004175746],"domain_scores_gemma":[0.9609137,0.001554797,0.0009471574,0.0006202499,0.01269082,0.02327321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001027261,0.00007595979,0.002446169,0.0002648848,0.00004021836,0.0002412508,0.0002710196,0.0002289733,0.0002474644,0.01511785,0.9367349,0.04422864],"study_design_scores_gemma":[0.0001124534,0.0000648555,0.006393592,0.0009406545,0.00004754156,0.0001812085,0.001950538,0.0002448774,0.0002468496,0.005838323,0.9839125,0.00006651499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001161222,0.008528107,0.0005180496,0.9623684,0.01124169,0.0000493628,0.0009477711,0.0001612283,0.01502421],"genre_scores_gemma":[0.06178432,0.025297,0.01075325,0.8228807,0.008548896,0.0001493889,0.002429987,0.0003238156,0.06783258],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08125967,"threshold_uncertainty_score":0.5234233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0196024986563361,"score_gpt":0.3189389905065306,"score_spread":0.2993364918501945,"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."}}