{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001012857,0.0001376235,0.000344112,0.0008497858,0.00003224344,0.00004305066,0.000374024,0.00008124383,0.0003174996],"category_scores_gemma":[0.0006040283,0.0001015395,0.0002923126,0.0003633284,0.00008443745,0.0003465997,0.00005076737,0.0003133677,0.00001679365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026383,"about_ca_system_score_gemma":0.000270833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002820984,"about_ca_topic_score_gemma":0.00001521612,"domain_scores_codex":[0.9975746,0.00009872852,0.0008282146,0.0001666996,0.001086814,0.0002449642],"domain_scores_gemma":[0.9977667,0.0001228914,0.0004560677,0.0001391618,0.001381347,0.000133813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005011824,0.003766811,0.4501483,0.0008941316,0.003555015,0.0005467643,0.002391748,0.00009630126,0.2778605,0.002034633,0.05566944,0.1980245],"study_design_scores_gemma":[0.05897616,0.2201501,0.4609469,0.01567916,0.000708912,0.001566129,0.006857037,0.0009969968,0.1879353,0.02088869,0.02401409,0.001280465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935189,0.0004008373,0.002914614,0.001407198,0.0001465506,0.0005151065,0.0003291736,0.00001549397,0.0007520494],"genre_scores_gemma":[0.9904701,0.000118818,0.002998221,0.00004851521,0.0002316675,0.0000442837,0.0001800208,0.00002534019,0.005883108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2163833,"threshold_uncertainty_score":0.414066,"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."}}