{"id":"W4414188938","doi":"10.1136/bmjresp-2024-002661","title":"Estimated costs of tuberculosis services in Brazil, 2023","year":2025,"lang":"en","type":"article","venue":"BMJ Open Respiratory Research","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministério da Ciência, Tecnologia e Inovação; McGill University","keywords":"Tuberculosis; Health services; Medical services; Epidemiology; MEDLINE; Health economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01153042,0.0001999743,0.0009029469,0.001507399,0.0001605389,0.00008714903,0.001142939,0.0003054657,0.0006712879],"category_scores_gemma":[0.003765259,0.0001707374,0.0001086845,0.003056661,0.0004355864,0.0002490908,0.001547707,0.001054539,0.0003587353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004013492,"about_ca_system_score_gemma":0.001398804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007787615,"about_ca_topic_score_gemma":0.003304786,"domain_scores_codex":[0.9944193,0.001986189,0.0009377963,0.0006734227,0.0009410996,0.001042234],"domain_scores_gemma":[0.996069,0.001490796,0.00008978395,0.001139802,0.0008672813,0.0003433418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003650978,0.0007032991,0.8559357,0.001403387,0.0002510503,0.0003519076,0.00009891608,0.00005358241,0.03644055,0.003645267,0.07171357,0.02575178],"study_design_scores_gemma":[0.004603915,0.001070354,0.9321504,0.003105013,0.00002734563,0.00001574703,0.0006896083,0.002199316,0.01315739,0.0009819425,0.04175622,0.0002427176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.880299,0.001606858,0.000005626884,0.009840411,0.00007256508,0.004888958,0.00002960333,0.00002909115,0.1032279],"genre_scores_gemma":[0.9909076,0.0002620313,0.0003807927,0.003927603,0.00007347677,0.001215725,0.00004282112,0.00003571791,0.003154241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1106086,"threshold_uncertainty_score":0.9988196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1969443745479671,"score_gpt":0.5487774861660855,"score_spread":0.3518331116181183,"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."}}