{"id":"W4414522415","doi":"10.1093/ofid/ofaf586","title":"Use of Preventive Measures for Cardiovascular Disease in People With HIV","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"National Health and Medical Research Council; ViiV Healthcare; Gilead Sciences","keywords":"Disease; Human immunodeficiency virus (HIV); Atherosclerotic cardiovascular disease; Lifetime risk; Risk assessment; Epidemiology; Diabetes mellitus","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":[],"consensus_categories":[],"category_scores_codex":[0.00007084256,0.0001305269,0.0003962147,0.0001690301,0.000133372,0.00003397724,0.00008779415,0.00003536812,0.00001944587],"category_scores_gemma":[0.0001550485,0.0001043113,0.0002404755,0.0004044112,0.000041391,0.0001710442,0.00006746656,0.00005624745,0.00000626439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001359475,"about_ca_system_score_gemma":0.0005195236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001249722,"about_ca_topic_score_gemma":0.0004609784,"domain_scores_codex":[0.999075,0.00005218376,0.0002288285,0.000287752,0.000144035,0.0002122173],"domain_scores_gemma":[0.998973,0.0001071147,0.00006449979,0.0004970722,0.0001976436,0.0001606437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007955029,0.001315507,0.9872032,0.0002447665,0.001149718,0.000008268129,0.00004153398,0.0008826481,0.000001467491,0.002258907,0.001624128,0.004474312],"study_design_scores_gemma":[0.005156245,0.0003227852,0.9763222,0.0008266591,0.002044838,0.000003171828,0.00005809537,0.0004006699,0.00002495846,0.001743361,0.01296601,0.0001310468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9515458,0.008008442,0.01087064,0.002930011,0.0001581277,0.01515394,0.001067448,0.0001491553,0.01011642],"genre_scores_gemma":[0.9965158,0.000120203,0.0002225056,0.0001707335,0.00000607648,0.001415239,0.0001741501,0.00001751914,0.00135779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04496996,"threshold_uncertainty_score":0.4253692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179594440652944,"score_gpt":0.3017031822143844,"score_spread":0.28374373814909,"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."}}