{"id":"W3189754117","doi":"10.1002/jia2.25768","title":"Choosing event‐driven and daily HIV pre‐exposure prophylaxis – data from two European PrEP demonstration projects among men who have sex with men","year":2021,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Janssen Pharmaceuticals; ZonMw; Gilead Sciences; Rijksinstituut voor Volksgezondheid en Milieu; Vlaamse regering; ViiV Healthcare; Abbott Fund","keywords":"Medicine; Men who have sex with men; Regimen; Chlamydia; Rate ratio; Poisson regression; Incidence (geometry); Confidence interval; Demography; Syphilis; Odds ratio; Hazard ratio; Prospective cohort study; Pre-exposure prophylaxis; Hepatitis C; Cohort study; Cohort; Internal medicine; Human immunodeficiency virus (HIV); Immunology; Population; Environmental 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0121449,0.0004547325,0.0006007073,0.0007695675,0.0004639983,0.0007875129,0.0008642911,0.0007632341,0.001616639],"category_scores_gemma":[0.01336194,0.0004949225,0.001269389,0.001197256,0.0004689191,0.00083365,0.001442411,0.0005990712,0.0002882874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000578233,"about_ca_system_score_gemma":0.001032084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01281805,"about_ca_topic_score_gemma":0.00948587,"domain_scores_codex":[0.9933156,0.004401367,0.0005842578,0.0006896922,0.0006162106,0.0003928024],"domain_scores_gemma":[0.9869026,0.004040718,0.005701106,0.001324762,0.001121084,0.0009097985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001873422,0.0009626573,0.9824163,0.0002812449,0.0007531914,0.0001133899,0.001200248,0.0002439777,0.0001735297,0.00006843904,0.0006449155,0.01126864],"study_design_scores_gemma":[0.0001506748,0.001310147,0.9960938,0.00009915046,0.000212377,0.0001617708,0.0006994603,0.0003733775,0.0001460524,0.00003106713,0.0007050607,0.00001704084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978737,0.0003008835,0.0001870058,0.00003888806,0.000002918936,0.00009882655,0.001246501,0.000004743313,0.0002465071],"genre_scores_gemma":[0.9964695,0.000195156,0.000486378,0.00007843584,0.000006019786,0.000268522,0.002210359,0.00000520391,0.0002803765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01281805,"threshold_uncertainty_score":0.06422913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.024800389358635,"score_gpt":0.3105636234021006,"score_spread":0.2857632340434656,"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."}}