{"id":"W2582272202","doi":"10.2196/resprot.6767","title":"Pre-Exposure Prophylaxis (PrEP) as an Additional Tool for HIV Prevention Among Men Who Have Sex With Men in Belgium: The Be-PrEP-ared Study Protocol","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Gilead Sciences","keywords":"Pre-exposure prophylaxis; Men who have sex with men; Medicine; Human immunodeficiency virus (HIV); Protocol (science); Family medicine; Alternative medicine; Syphilis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005148259,0.0003621985,0.0005347765,0.000441395,0.001607196,0.0008887338,0.001358418,0.0002208319,0.00358799],"category_scores_gemma":[0.002075015,0.0002314149,0.0002092678,0.0003318828,0.0007854505,0.001241793,0.0005881115,0.00145193,0.00005649983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003496214,"about_ca_system_score_gemma":0.001139694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00053813,"about_ca_topic_score_gemma":0.00134418,"domain_scores_codex":[0.9927287,0.001647388,0.0007830309,0.001053183,0.002608516,0.001179184],"domain_scores_gemma":[0.9950611,0.0003187528,0.0003215486,0.002398493,0.001443524,0.0004565745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.02218564,0.01475853,0.2956418,0.002453782,0.0004074065,0.0001747256,0.003545284,0.000007825601,0.0007894949,0.0002313675,0.6317217,0.02808243],"study_design_scores_gemma":[0.03083191,0.174955,0.6267205,0.006814415,0.00002106892,0.00003291017,0.004022483,0.006329985,0.002273759,0.001213224,0.146233,0.0005517542],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01660264,4.728437e-7,0.00007105645,0.00113272,8.964524e-7,0.9555363,0.0003757173,0.00006796126,0.02621223],"genre_scores_gemma":[0.01260719,1.099922e-7,0.0001903227,0.000009453825,0.0002463907,0.7951479,0.0002063655,0.00006895892,0.1915233],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4854887,"threshold_uncertainty_score":0.9996926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1128406642843471,"score_gpt":0.524176139142901,"score_spread":0.4113354748585538,"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."}}