{"id":"W3092803385","doi":"10.1093/cid/ciaa1557","title":"Electronic Dose Monitoring Identifies a High-Risk Subpopulation in the Treatment of Drug-resistant Tuberculosis and Human Immunodeficiency Virus","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre for Global Health Research; York University","funders":"National Institute of Allergy and Infectious Diseases; Fogarty International Center; National Institutes of Health","keywords":"Medicine; Tuberculosis; Psychosocial; Bedaquiline; Psychological intervention; Internal medicine; Drug resistance; Viral load; Directly Observed Therapy; Human immunodeficiency virus (HIV); Immunology; Psychiatry; Mycobacterium tuberculosis; 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":[0.001506721,0.0001862025,0.0002708146,0.0005370514,0.0003603038,0.0009801699,0.0003676816,0.000588087,0.001358029],"category_scores_gemma":[0.008822485,0.0001727988,0.0002032649,0.0006986697,0.0001900703,0.0008507736,0.0008753493,0.0005421646,0.0001420529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002997543,"about_ca_system_score_gemma":0.0003571664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001201531,"about_ca_topic_score_gemma":0.00228456,"domain_scores_codex":[0.9990245,0.0004477487,0.0001409238,0.0001026205,0.0001746337,0.0001095938],"domain_scores_gemma":[0.9968054,0.001024424,0.001622227,0.0001374845,0.0002116917,0.0001987747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000107017,0.00008735078,0.9858106,0.00003459269,0.00001436415,0.000111042,0.0003700676,0.00004804493,0.0002319012,0.0000290223,0.0001560185,0.01299997],"study_design_scores_gemma":[0.00001590393,0.0003902678,0.994657,0.00008784766,0.00002319577,0.00080794,0.001464695,0.001287692,0.0004318084,0.0001239677,0.000702334,0.000007439578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983966,0.0002659926,0.0002654991,0.0002328765,0.000005476291,0.00003616483,0.0000913763,0.000005777759,0.0007003562],"genre_scores_gemma":[0.9991217,0.000110301,0.0004361878,0.00009082775,0.000006440723,0.00002454957,0.00007080469,0.000001005843,0.0001382067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001506721,"threshold_uncertainty_score":0.007968366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0395023130684947,"score_gpt":0.3900266750994618,"score_spread":0.350524362030967,"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."}}