{"id":"W4408738158","doi":"10.1093/ofid/ofaf175","title":"Interventions to Support People With HIV Following Hospital Discharge: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Open Forum Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"World Health Organization; Bill and Melinda Gates Foundation","keywords":"Medicine; Psychological intervention; Observational study; Referral; Relative risk; Systematic review; Emergency medicine; MEDLINE; Family medicine; Internal medicine; Nursing; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000426736,0.0006648125,0.004613351,0.0006158184,0.0003688772,0.0004557421,0.0008727212,0.0001260968,0.001793976],"category_scores_gemma":[0.002412532,0.000447772,0.004035399,0.001555256,0.00004281098,0.0004187336,0.0009602138,0.0004460449,0.001582155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003929063,"about_ca_system_score_gemma":0.001364945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001088674,"about_ca_topic_score_gemma":0.0003837959,"domain_scores_codex":[0.9960549,0.0003987172,0.001452137,0.0007864952,0.0005808148,0.0007268685],"domain_scores_gemma":[0.996974,0.0002247916,0.0004501549,0.001279527,0.0002471825,0.0008243623],"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":[0.000007389536,0.0009450669,0.0004753085,0.8070777,0.001190054,0.00007956099,0.00001379525,2.727545e-8,4.178247e-9,0.0002216654,0.17634,0.01364948],"study_design_scores_gemma":[0.0006649526,0.003591829,0.00001371012,0.8746395,0.01937252,0.0001121409,0.00006942109,5.123605e-7,3.827239e-8,0.0000182923,0.1010842,0.0004329528],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001603894,0.9568114,0.0004742255,0.0006862092,0.0001634953,0.02056136,0.0009828896,0.0001515652,0.0201673],"genre_scores_gemma":[0.0001188245,0.9013677,0.0000326327,0.0003470173,0.00004178772,0.01444421,0.002048463,0.00009876363,0.08150065],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07525579,"threshold_uncertainty_score":0.9997974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131953052782136,"score_gpt":0.3903314408315448,"score_spread":0.3690119103037234,"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."}}