{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02159763,0.0009390371,0.002356669,0.001210804,0.002570472,0.01152598,0.002531391,0.01384647,0.01459712],"category_scores_gemma":[0.04080908,0.0006871517,0.0009347805,0.0009674279,0.01360333,0.02453041,0.004387704,0.0183417,0.003847316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003046165,"about_ca_system_score_gemma":0.00745459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001450111,"about_ca_topic_score_gemma":0.003735626,"domain_scores_codex":[0.9898156,0.005405613,0.0006945925,0.0007397609,0.002499398,0.0008450195],"domain_scores_gemma":[0.9671372,0.02042802,0.002590231,0.001765936,0.003555565,0.004522901],"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":[0.0004787387,0.0002027221,0.001852061,0.002311342,0.0002817835,0.0006996969,0.0007763045,0.0007017187,0.000582992,0.2695164,0.5279455,0.1946506],"study_design_scores_gemma":[0.0001903475,0.000200227,0.001387778,0.003031281,0.0001429174,0.0009584835,0.003917171,0.0006814112,0.0002938961,0.3223035,0.6667468,0.0001462061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009351034,0.141326,0.001474397,0.8308858,0.01477232,0.000007255117,0.0001748115,0.00008172537,0.01034257],"genre_scores_gemma":[0.1237034,0.3365088,0.005964869,0.4311373,0.09339109,0.0001113902,0.0004535797,0.000178179,0.008551372],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02159763,"threshold_uncertainty_score":0.1142205,"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."}}