{"id":"W4416993102","doi":"10.4018/979-8-3373-3446-2.ch001","title":"TB Treatment Practice in Rural and Developed Countries","year":2025,"lang":"ng","type":"book-chapter","venue":"","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tuberculosis; Developing country; Socioeconomic status; Epidemiology; Health care; Developed country; Tuberculosis control; Healthcare system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001123057,0.0001629867,0.000168883,0.0004282809,0.002308404,0.002255108,0.000608289,0.001174036,0.006956285],"category_scores_gemma":[0.001405453,0.0001943545,0.0001092712,0.001161043,0.00264606,0.001199372,0.001564967,0.00110175,0.001358806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002589566,"about_ca_system_score_gemma":0.004215478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007774546,"about_ca_topic_score_gemma":0.01446805,"domain_scores_codex":[0.9989267,0.0006824626,0.0000351339,0.00007759604,0.000141111,0.0001369736],"domain_scores_gemma":[0.9995067,0.0002479804,0.00005342473,0.00001966048,0.00005129953,0.0001209315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008477939,0.0003187488,0.01025321,0.001659768,0.00001172891,0.001737339,0.2484041,0.0006192837,0.001684999,0.1486758,0.2860461,0.3005042],"study_design_scores_gemma":[0.00001407715,0.0001109486,0.01325986,0.001153473,0.000003025444,0.0007624842,0.05870562,0.0001088675,0.0001309215,0.006446235,0.919291,0.00001336621],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09637716,0.1434732,0.001297484,0.1241262,0.001847281,0.0001434121,0.0003412408,0.0001339866,0.63226],"genre_scores_gemma":[0.5867904,0.1537929,0.004599334,0.03773662,0.001059875,0.0003426711,0.0003628835,0.00009358845,0.2152216],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007774546,"threshold_uncertainty_score":0.02327108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03804519653102498,"score_gpt":0.3695622173817621,"score_spread":0.3315170208507372,"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."}}