{"id":"W4405567978","doi":"10.3138/jammi-2024-0013","title":"Management of antiretroviral therapy and opportunistic infections in people living with HIV undergoing hematopoietic stem cell transplant in British Columbia","year":2024,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; Providence Health Care; Vancouver Island University; University of British Columbia","funders":"","keywords":"Medicine; Immunosuppression; Population; Intensive care medicine; Cytomegalovirus; Pneumocystis jirovecii; Hematopoietic stem cell transplantation; Opportunistic infection; Immunology; Transplantation; Human immunodeficiency virus (HIV); Internal medicine; Viral disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002970774,0.0002780018,0.0008084852,0.003487984,0.001364744,0.001885795,0.0008218705,0.000770581,0.001951793],"category_scores_gemma":[0.0170709,0.0002186599,0.0008247069,0.0061597,0.0004803735,0.0006660555,0.0007781924,0.0008301017,0.0001146499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01045316,"about_ca_system_score_gemma":0.051325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7179747,"about_ca_topic_score_gemma":0.8745236,"domain_scores_codex":[0.9966854,0.001035427,0.0009754684,0.000166146,0.0009387995,0.0001988213],"domain_scores_gemma":[0.9898441,0.003666284,0.001933383,0.00009887815,0.003828166,0.0006292296],"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":[0.0004334528,0.000123311,0.09362573,0.2311031,0.001840421,0.002184437,0.004299053,0.000660495,0.0007492641,0.001970452,0.05139996,0.6116104],"study_design_scores_gemma":[0.0003867784,0.000259033,0.2190549,0.5265188,0.006104046,0.002943472,0.009875723,0.0006159876,0.0004875149,0.001145107,0.2324302,0.0001784555],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02405528,0.9527102,0.000211829,0.01010519,0.0005560859,0.0003770952,0.001627059,0.00001979181,0.0103376],"genre_scores_gemma":[0.2550413,0.7311836,0.002563883,0.007750905,0.0002194189,0.0005602097,0.001141564,0.00001453374,0.001524592],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2820253,"threshold_uncertainty_score":0.5673724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006518305231597417,"score_gpt":0.2251003104346867,"score_spread":0.2185820052030893,"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."}}