{"id":"W4415613356","doi":"10.1186/s12981-025-00778-w","title":"Evaluating the impact of COVID-19 on the HIV care continuum across global income levels: a mixed-methods systematic review","year":2025,"lang":"en","type":"review","venue":"AIDS Research and Therapy","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Continuum of care; Pandemic; Equity (law); Human immunodeficiency virus (HIV); Low and middle income countries; Health care; Coronavirus disease 2019 (COVID-19); Global health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02362558,0.0005309703,0.003327257,0.0002921273,0.0007746391,0.0002022641,0.001237609,0.0002544707,0.0004566225],"category_scores_gemma":[0.02830577,0.0002129211,0.001911038,0.002442234,0.0008553036,0.00006437297,0.0004638134,0.001679135,0.00006238823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009758724,"about_ca_system_score_gemma":0.004416827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004719933,"about_ca_topic_score_gemma":0.00003912858,"domain_scores_codex":[0.9806761,0.01468389,0.001385753,0.000617421,0.001648813,0.0009880378],"domain_scores_gemma":[0.9841978,0.01151971,0.0004533365,0.001942311,0.001335706,0.0005511552],"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":[0.00009023624,0.00007986444,0.00001411953,0.5056563,0.00119384,0.000008852624,0.0002361067,6.039668e-8,0.000002093367,0.0002533903,0.008113587,0.4843515],"study_design_scores_gemma":[0.001201241,0.01616341,0.00003019274,0.8859769,0.0005776224,0.0001160568,0.001581362,0.00002649485,0.00000382282,0.0006562151,0.09340721,0.0002595354],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001402848,0.9853545,0.0001897503,0.0006607635,0.00003749685,0.01065259,0.001306905,0.00003048816,0.001627257],"genre_scores_gemma":[0.0001391129,0.9900272,0.0001822936,0.0001610431,0.00009993867,0.002189497,0.0001217412,0.00003891771,0.007040236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.484092,"threshold_uncertainty_score":0.9798792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3238662473758829,"score_gpt":0.6542407303072436,"score_spread":0.3303744829313607,"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."}}