{"id":"W4391600257","doi":"10.1097/qai.0000000000003394","title":"Brief Report: Differentiated Service Delivery Framework for People With Multidrug-Resistant Tuberculosis and HIV Coinfection","year":2024,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research; York University","funders":"Division of Microbiology and Infectious Diseases, National Institute of Allergy and Infectious Diseases; National Institute of Allergy and Infectious Diseases; National Heart, Lung, and Blood Institute; Medical Research Council; National Institutes of Health","keywords":"Coinfection; Tuberculosis; Human immunodeficiency virus (HIV); Multiple drug resistance; Virology; Service delivery framework; Medicine; Service (business); Microbiology; Biology; Business; Drug resistance; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01362751,0.0004618715,0.0003311129,0.001287769,0.006677665,0.004449152,0.001761876,0.002382548,0.004906495],"category_scores_gemma":[0.01151184,0.0002714811,0.0007740314,0.001547808,0.004268911,0.005372887,0.007439484,0.004641011,0.0005598553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01053361,"about_ca_system_score_gemma":0.03346767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02796707,"about_ca_topic_score_gemma":0.0488569,"domain_scores_codex":[0.9923562,0.005619745,0.0003248588,0.0002608341,0.0005581414,0.0008803134],"domain_scores_gemma":[0.9938252,0.002312252,0.000443585,0.0001801078,0.0009685721,0.002270434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005961921,0.0004874169,0.01735061,0.001933599,0.0000232212,0.001680859,0.5184008,0.0005496209,0.0006928991,0.09322593,0.16652,0.1990754],"study_design_scores_gemma":[0.00004949042,0.0003258894,0.01496773,0.004146336,0.00003469228,0.001077684,0.5859187,0.001431772,0.0002286495,0.03368021,0.3580534,0.00008548691],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1991109,0.01882665,0.0248953,0.6670591,0.006004627,0.003903751,0.001071966,0.0002708652,0.07885698],"genre_scores_gemma":[0.8706867,0.01987056,0.0620056,0.02674259,0.0008439816,0.00464325,0.001428054,0.00009059563,0.01368879],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02796707,"threshold_uncertainty_score":0.0764271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01501214824444504,"score_gpt":0.2937355006153041,"score_spread":0.278723352370859,"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."}}