{"id":"W2903560100","doi":"10.1136/bmj.k4928","title":"HIV post-exposure prophylaxis (PEP)","year":2018,"lang":"en","type":"article","venue":"BMJ","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Pre-exposure prophylaxis; Human immunodeficiency virus (HIV); Medicine; Post-exposure prophylaxis; Computer science; Virology; Men who have sex with men; Syphilis","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":[0.0003473342,0.0002204089,0.0004069444,0.0002484614,0.0006908617,0.0006572767,0.0003171557,0.002212519,0.06735361],"category_scores_gemma":[0.002931173,0.0001427787,0.0003260069,0.0002259472,0.0002330107,0.00114922,0.000501288,0.002254186,0.02320425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000263688,"about_ca_system_score_gemma":0.000634097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00234592,"about_ca_topic_score_gemma":0.005735131,"domain_scores_codex":[0.9996673,0.00009438482,0.00003283005,0.00001871736,0.0001317072,0.00005522202],"domain_scores_gemma":[0.9992422,0.0002154811,0.00007690376,0.00003031645,0.0002037049,0.000231366],"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":[0.0001439893,0.0001792974,0.002576973,0.0008499187,0.0000149545,0.002431491,0.000234471,0.00003677392,0.0004697833,0.001337767,0.6729223,0.3188022],"study_design_scores_gemma":[0.00005531991,0.000191175,0.008137074,0.001968849,0.00001466921,0.004170505,0.0002822001,0.00004734485,0.0001684992,0.00129024,0.9836538,0.00002023143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.009806272,0.105585,0.002292401,0.3166399,0.02236227,0.0006075099,0.001616736,0.0006651899,0.5404247],"genre_scores_gemma":[0.1055279,0.2199249,0.0109995,0.2408855,0.03091765,0.0005963856,0.002929054,0.0002221407,0.3879971],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06735361,"threshold_uncertainty_score":0.2253203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.025286669024424,"score_gpt":0.3569951296373189,"score_spread":0.3317084606128949,"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."}}