{"id":"W1994905038","doi":"10.5588/ijtld.10.0199","title":"Global survey of national tuberculosis drug policies","year":2011,"lang":"en","type":"article","venue":"The International Journal of Tuberculosis and Lung Disease","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Tuberculosis; Environmental health; Distribution (mathematics); Drug resistance; Pharmacy; Rifampicin; Drug; Family medicine; Pharmacology; Pathology","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":[0.001547386,0.000507963,0.0002877196,0.002192057,0.0001696717,0.0003083078,0.0003245002,0.0004283973,0.002261687],"category_scores_gemma":[0.00317591,0.0002990327,0.0002698121,0.002726056,0.00028422,0.0007257803,0.0005387006,0.0005073471,0.0006810455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006524023,"about_ca_system_score_gemma":0.0006161595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006274533,"about_ca_topic_score_gemma":0.005116804,"domain_scores_codex":[0.9992513,0.0003394812,0.0001287998,0.00007697601,0.0001174445,0.0000859721],"domain_scores_gemma":[0.9961579,0.000586454,0.001929382,0.0002005596,0.0006617814,0.0004639016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006885249,0.00008657856,0.983916,0.0002578903,0.00009021258,0.00006732747,0.000310456,0.0003741091,0.0002602788,0.0001131131,0.007079129,0.007376098],"study_design_scores_gemma":[0.00001763769,0.0001032358,0.9950069,0.00003316165,0.00001374092,0.000158057,0.0002228549,0.0001608427,0.00009278517,0.0000256752,0.004159904,0.000005105447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8812279,0.0009556878,0.001032684,0.0008213757,0.00002981972,0.0004561917,0.1077317,0.0001710515,0.007573593],"genre_scores_gemma":[0.9205556,0.001015256,0.003152996,0.000635618,0.00004883995,0.0009044008,0.07162419,0.00002756632,0.002035593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006274533,"threshold_uncertainty_score":0.01247603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04525941914960103,"score_gpt":0.3520096951992276,"score_spread":0.3067502760496266,"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."}}