{"id":"W4377011346","doi":"10.1097/qad.0000000000003601","title":"Systematic review of alternative HIV preexposure prophylaxis care delivery models to improve preexposure prophylaxis services","year":2023,"lang":"en","type":"review","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; National Institutes of Health","keywords":"Medicine; Pre-exposure prophylaxis; Family medicine; Pharmacist; Systematic review; Intervention (counseling); Health care; MEDLINE; Human immunodeficiency virus (HIV); Nursing; Pharmacy; Men who have sex with men","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001011919,0.0008388559,0.005422987,0.0008498249,0.0001002157,0.00006307703,0.001131275,0.0004736407,0.0001404615],"category_scores_gemma":[0.0007692913,0.0005704462,0.002243629,0.00169105,0.00009597654,0.0002713799,0.0005916492,0.0009954171,0.0007863224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004034601,"about_ca_system_score_gemma":0.0007789902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002958223,"about_ca_topic_score_gemma":0.00004394022,"domain_scores_codex":[0.9932467,0.0009183944,0.002563023,0.001036192,0.001540417,0.00069526],"domain_scores_gemma":[0.9944598,0.0002895003,0.001011464,0.001896298,0.001812401,0.0005305508],"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":[0.00001879797,0.0001213009,0.000004433373,0.834659,0.001697166,0.00006333633,0.0005600323,7.811401e-7,0.000004293694,0.00005939029,0.0008655303,0.161946],"study_design_scores_gemma":[0.0003146674,0.03662712,3.048019e-7,0.948763,0.003436317,0.00003967276,0.0004710466,0.00005303076,0.00002412225,0.00003700949,0.009789497,0.0004441877],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006467277,0.9784214,0.0001144539,0.00001301123,0.0001396444,0.01692042,0.001846791,0.0001403951,0.002339221],"genre_scores_gemma":[0.0004294265,0.9695218,0.0003984634,0.00004662681,0.0002524245,0.004672116,0.0007595331,0.0001962036,0.02372342],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1615018,"threshold_uncertainty_score":0.9999917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04057986481454532,"score_gpt":0.3495279030559559,"score_spread":0.3089480382414106,"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."}}