{"id":"W2555412429","doi":"10.1016/s2214-109x(16)30248-0","title":"Location, location, location: tuberculosis services in highest burden countries","year":2016,"lang":"en","type":"letter","venue":"The Lancet Global Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Tuberculosis; Medicine; Global health; Tuberculosis diagnosis; Developing country; Health care; Environmental health; China; Family medicine; Mycobacterium tuberculosis; Public health; Economic growth; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002150247,0.0004839512,0.001483373,0.0001602879,0.0002682646,0.00005908122,0.0008255279,0.0007364018,0.0002007609],"category_scores_gemma":[0.0003201553,0.0003002806,0.00009376462,0.001155227,0.0003837305,0.0001486901,0.0001432218,0.001382664,0.001324526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002158167,"about_ca_system_score_gemma":0.002309392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01766702,"about_ca_topic_score_gemma":0.003815762,"domain_scores_codex":[0.9947764,0.0009577723,0.001041041,0.0007748829,0.0008419453,0.001607962],"domain_scores_gemma":[0.9962086,0.0005272431,0.0004443988,0.001540783,0.001007241,0.0002717154],"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":[0.0001780972,0.0000246633,0.02633884,0.003884766,0.000135535,0.00003359548,0.0001927582,0.00004820947,2.999869e-7,0.0009409577,0.9647034,0.003518916],"study_design_scores_gemma":[0.001050659,0.000193842,0.1327193,0.001798058,0.00005129033,0.0001235446,0.00007046954,0.000136751,0.000001317578,0.001838346,0.8617782,0.0002382404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007883341,0.01723506,0.0001780203,0.9778463,0.0005076533,0.001230182,0.0002081506,0.0001557553,0.00185052],"genre_scores_gemma":[0.04868697,0.01161797,0.0001347703,0.9181516,0.01913351,0.0002329075,0.001047278,0.00004994771,0.0009450762],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1063804,"threshold_uncertainty_score":0.9999449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03132647680683676,"score_gpt":0.3682251022193684,"score_spread":0.3368986254125317,"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."}}