{"id":"W4388665591","doi":"10.1177/09564624231215151","title":"Appropriate usage of post-exposure prophylaxis-in-pocket for HIV prevention by individuals with low-frequency exposures","year":2023,"lang":"en","type":"article","venue":"International Journal of STD & AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; St. Michael's Hospital; University of Toronto; McMaster University","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Medicine; Observational study; Pre-exposure prophylaxis; Incidence (geometry); Post-exposure prophylaxis; Human immunodeficiency virus (HIV); Medical prescription; Men who have sex with men; Pediatrics; Family medicine; Internal medicine; Syphilis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007771993,0.0001585196,0.0001904044,0.0003326112,0.0003958483,0.0004742129,0.0002515859,0.0001868176,0.001013545],"category_scores_gemma":[0.002546911,0.0001085143,0.0002120515,0.0004563148,0.0001936758,0.0002731515,0.0003024582,0.0003027773,0.0001120142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008948961,"about_ca_system_score_gemma":0.001104846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05458068,"about_ca_topic_score_gemma":0.1422995,"domain_scores_codex":[0.999279,0.0002481939,0.00005811369,0.00007739329,0.0001959858,0.0001414227],"domain_scores_gemma":[0.9984601,0.0002145528,0.0008288175,0.00006864533,0.0001730604,0.0002548769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001386698,0.0001602893,0.9869974,0.00003141554,0.00001514328,0.00004396567,0.0003040487,0.00003454251,0.0002745429,0.00001298131,0.0001524255,0.01183471],"study_design_scores_gemma":[0.000006854073,0.0002508557,0.9990625,0.000009241345,0.00001140238,0.00007735019,0.0001668016,0.0001229645,0.0001256606,0.000006943463,0.0001568272,0.000002612806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99887,0.0001781339,0.0001074014,0.00004655287,0.000002662893,0.00003570327,0.0002337044,0.000004721412,0.0005211358],"genre_scores_gemma":[0.9994229,0.0001000914,0.0001754604,0.00002563706,0.000004652144,0.00001333546,0.0001032158,6.964397e-7,0.0001540335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05458068,"threshold_uncertainty_score":0.108526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163080341509812,"score_gpt":0.3288674554189402,"score_spread":0.312559421267959,"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."}}