{"id":"W4414404455","doi":"10.51168/sjhrafrica.v6i9.2089","title":"Predictors of treatment outcomes in multi-drug-resistant tuberculosis in India (2015–2025): A systematic review.","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Tuberculosis; Psychological intervention; Human immunodeficiency virus (HIV); Public health; Malnutrition; MEDLINE; Adverse effect; Health care","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":[0.00509439,0.0009728767,0.005633875,0.009000728,0.000563195,0.002263573,0.001588903,0.001251841,0.002892677],"category_scores_gemma":[0.02240139,0.0007628945,0.006787549,0.01109824,0.0005333608,0.001610143,0.001295555,0.001102384,0.0002017684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003070108,"about_ca_system_score_gemma":0.01252656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01403744,"about_ca_topic_score_gemma":0.03575372,"domain_scores_codex":[0.9951964,0.001140333,0.002255517,0.0003530229,0.0008488146,0.0002059306],"domain_scores_gemma":[0.9821386,0.01005531,0.005472801,0.0002500245,0.001802989,0.0002801903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002163106,0.00002111361,0.003624836,0.9560796,0.01056481,0.0001178621,0.0002231541,0.0000949173,0.00009564661,0.0001255686,0.001406375,0.02742979],"study_design_scores_gemma":[0.0002415621,0.0002424218,0.02373632,0.8529273,0.1083211,0.0005767804,0.0004732658,0.000122915,0.0001649063,0.000207709,0.01293668,0.00004902023],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002501821,0.99562,0.00007551066,0.0002714916,0.00006634699,0.0002036759,0.001041196,0.000007076762,0.0002129843],"genre_scores_gemma":[0.03105602,0.9666564,0.0004304992,0.0004509593,0.00006368961,0.0005096294,0.0007338023,0.00000452137,0.00009435354],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01403744,"threshold_uncertainty_score":0.02791142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02828224018767511,"score_gpt":0.3750962730028514,"score_spread":0.3468140328151763,"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."}}