{"id":"W7112953957","doi":"","title":"Social Support and Treatment Outcomes Among Multi-Drug Resistant Tuberculosis and Persons Living With HIV in Nigeria","year":2025,"lang":"","type":"article","venue":"ScholarWorks (Walden University)","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social support; Logistic regression; Psychosocial; Tuberculosis; Marital status; Human immunodeficiency virus (HIV); Quarter (Canadian coin); Odds ratio; Odds","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001038881,0.000652326,0.001411721,0.001659882,0.00102898,0.0001857249,0.000295009,0.000564579,0.0001786319],"category_scores_gemma":[0.0005723141,0.0005846465,0.0002329111,0.001361861,0.001006229,0.0007164097,0.0005031755,0.001376904,0.00001314762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249429,"about_ca_system_score_gemma":0.0005822704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002633842,"about_ca_topic_score_gemma":0.02748472,"domain_scores_codex":[0.9954955,0.001137158,0.0005019998,0.001244685,0.0003416221,0.001279037],"domain_scores_gemma":[0.9975445,0.001000581,0.0001698643,0.000469967,0.0001532369,0.0006618709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009585345,0.0005547311,0.9858159,0.0001707233,0.001340279,0.001082956,0.006042874,0.000008311365,0.0001278415,0.0004775563,0.001306951,0.002113327],"study_design_scores_gemma":[0.006562948,0.0005057162,0.9595796,0.0009350241,0.0007525221,0.00001389265,0.02493485,0.000343568,0.00001890427,0.000009329244,0.005866007,0.0004775786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807509,0.00121537,0.00005667952,0.01171024,0.0001047903,0.0009621211,0.00006354508,0.00006175176,0.005074614],"genre_scores_gemma":[0.9560838,0.003568717,0.0004014078,0.0003527896,0.00006919548,0.000009219355,0.00002654247,0.00003937013,0.03944898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03437437,"threshold_uncertainty_score":0.9996605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866259147548702,"score_gpt":0.2853265408858612,"score_spread":0.2666639494103741,"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."}}