{"id":"W3092870727","doi":"10.1186/s40249-020-00760-w","title":"Costs incurred by patients with drug-susceptible pulmonary tuberculosis in semi-urban and rural settings of Western India","year":2020,"lang":"en","type":"article","venue":"Infectious Diseases of Poverty","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Indigenous Peoples' Health; American Thoracic Society","keywords":"Medicine; Interquartile range; Tuberculosis; Public health; Environmental health; Indirect costs; Total cost; Poverty; Rural area; Health care; Descriptive statistics; Demography; Surgery; Economic growth","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009301939,0.0001949528,0.0005833512,0.0001339383,0.00003141716,0.000007540753,0.00008485814,0.00008485594,0.0000445142],"category_scores_gemma":[0.0004986299,0.0001513901,0.00008581464,0.0003324894,0.0001777647,0.0001655518,0.0001082578,0.0002170015,0.000005242187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009202207,"about_ca_system_score_gemma":0.00007900488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001182459,"about_ca_topic_score_gemma":0.00005828903,"domain_scores_codex":[0.9985296,0.0001386525,0.0003963157,0.0002882757,0.0003101277,0.000337023],"domain_scores_gemma":[0.998888,0.0002109172,0.0001610877,0.0001825621,0.0001328777,0.0004245153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007637595,0.0007252781,0.9774506,0.0004654791,0.000127828,0.00001280853,0.0001984682,0.000006010669,0.001133828,0.000003268025,0.01720756,0.001905119],"study_design_scores_gemma":[0.002836169,0.001154617,0.994615,0.0002359055,0.0001021638,0.000004886384,0.000132638,0.0001711813,0.000317718,0.00001255654,0.0002669736,0.0001501474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961274,0.0009266103,0.000002454565,0.001342419,0.00002415381,0.0005041738,0.0005230173,0.00003861781,0.0005111761],"genre_scores_gemma":[0.997487,0.0001462633,0.000006718904,0.001934315,0.00003802367,0.00002569215,0.0003228611,0.00002403251,0.00001509511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01716445,"threshold_uncertainty_score":0.6173508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004375018534726368,"score_gpt":0.2391503118708529,"score_spread":0.2347752933361266,"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."}}