{"id":"W4406091826","doi":"10.1016/s2352-3018(24)00304-7","title":"Injectable antiretrovirals: real world or ideal world?","year":2025,"lang":"en","type":"article","venue":"The Lancet HIV","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"AIDS Vancouver","funders":"","keywords":"Rilpivirine; Medicine; Clinical trial; Real world data; Human immunodeficiency virus (HIV); Dolutegravir; Regimen; MEDLINE; Population; Real world evidence; Family medicine; Intensive care medicine; Data science; Antiretroviral therapy; Environmental health; Internal medicine; Viral load","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003007063,0.0001262319,0.0003012436,0.0001493315,0.0002728203,0.00002910474,0.0003747016,0.00004979544,0.001575023],"category_scores_gemma":[0.00005237931,0.000068282,0.0000565005,0.0005141502,0.0001861044,0.00004567636,0.0001410571,0.0003174564,0.003772686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005977552,"about_ca_system_score_gemma":0.0001289775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005351181,"about_ca_topic_score_gemma":0.002721477,"domain_scores_codex":[0.9988435,0.0002230826,0.0001546715,0.0002029602,0.00003508136,0.0005407216],"domain_scores_gemma":[0.9991789,0.0002867135,0.00003664493,0.0004553779,0.00002496586,0.000017332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001254569,0.0001174929,0.06757233,0.00002632905,0.0004003884,0.00003555368,0.0001657097,0.000002084917,0.007272515,0.01449806,0.8954259,0.01322904],"study_design_scores_gemma":[0.002503325,0.0001152251,0.04622656,0.0000603839,0.0000440371,0.000007781968,0.00007953246,0.000003269917,0.009728028,0.0008629274,0.9402512,0.0001177392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3194757,0.0052883,0.00006544023,0.01711864,0.0009489925,0.0007614137,0.0003879954,0.0004158516,0.6555377],"genre_scores_gemma":[0.6166813,0.0002530418,0.00005154757,0.0004713133,0.00007855957,0.00003970277,0.00009990995,0.000007089454,0.3823175],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2972057,"threshold_uncertainty_score":0.9993377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03349836954357831,"score_gpt":0.3224813383074911,"score_spread":0.2889829687639128,"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."}}