{"id":"W2254100119","doi":"10.1186/s12913-016-1269-x","title":"Shortened first-line TB treatment in Brazil: potential cost savings for patients and health services","year":2015,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Universiteit van Amsterdam; London School of Hygiene and Tropical Medicine; United States Agency for International Development","keywords":"Medicine; Interquartile range; Regimen; Health administration; Total cost; Health economics; Public health; Health informatics; Environmental health; Emergency medicine; Surgery; Nursing; Business","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":[0.001450388,0.0004742301,0.0003002758,0.0004859966,0.0002005659,0.0008427708,0.0007554445,0.0005822689,0.002374143],"category_scores_gemma":[0.00504266,0.0001712932,0.0009506748,0.0008626394,0.0003444614,0.0005782664,0.0006799349,0.000383842,0.0001042964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005282687,"about_ca_system_score_gemma":0.003365627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06173936,"about_ca_topic_score_gemma":0.08675931,"domain_scores_codex":[0.9989489,0.0006259042,0.00004732427,0.00005168943,0.0001855913,0.0001406923],"domain_scores_gemma":[0.9983104,0.0006685852,0.0005720861,0.00007208699,0.0002370527,0.0001397987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001797532,0.0006040602,0.5321957,0.005535506,0.001409437,0.001936462,0.001338849,0.08206635,0.007087201,0.01765032,0.005159125,0.3432195],"study_design_scores_gemma":[0.0006577949,0.002815621,0.8552026,0.00417165,0.002028959,0.003658882,0.002554382,0.08774695,0.003989728,0.01108319,0.02595589,0.0001343234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956751,0.01626386,0.005613757,0.008001515,0.00005450029,0.0002772849,0.003206155,0.00006647412,0.009765483],"genre_scores_gemma":[0.9941922,0.002490743,0.002507411,0.0001619178,0.000009051984,0.00004515003,0.0003112872,0.000004682436,0.0002775853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06173936,"threshold_uncertainty_score":0.12276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1196953267091383,"score_gpt":0.4843168130973241,"score_spread":0.3646214863881858,"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."}}