{"id":"W4382601782","doi":"10.14745/ccdr.v49i06a04","title":"Increased PrEP uptake and PrEP-RN coincide with decreased HIV diagnoses in men who have sex with men in Ottawa, Canada","year":2023,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; University of Ottawa; Ontario HIV Treatment Network","funders":"Canadian Institutes of Health Research; Ontario HIV Treatment Network; University of Ottawa","keywords":"Medicine; Men who have sex with men; Pre-exposure prophylaxis; Public health; Chlamydia; Gonorrhea; Syphilis; Epidemiology; Human immunodeficiency virus (HIV); Referral; Family medicine; Population; Medical diagnosis; Demography; Internal medicine; Environmental health; Immunology; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0007055578,0.0003632268,0.0005409095,0.001438892,0.004629384,0.002118467,0.002154941,0.0006476291,0.00337745],"category_scores_gemma":[0.003030626,0.0005347054,0.0009562069,0.003313537,0.001197722,0.0006552356,0.001556098,0.001489181,0.0002234519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06567693,"about_ca_system_score_gemma":0.07241068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9978109,"about_ca_topic_score_gemma":0.9989721,"domain_scores_codex":[0.9983603,0.0001313459,0.0001139163,0.0002564677,0.0003883205,0.0007495546],"domain_scores_gemma":[0.9945892,0.0003180524,0.001360078,0.0001412529,0.002151444,0.001440025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009535279,0.00003092433,0.9941531,0.00008719891,0.00005535447,0.00009492254,0.001036291,0.000156264,0.0001222698,0.0001080699,0.001214459,0.002845841],"study_design_scores_gemma":[0.00000642137,0.00002090526,0.9962878,0.00006674288,0.00003457638,0.00005715238,0.00243647,0.000188556,0.00007048578,0.00002121411,0.0007958983,0.00001367381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98239,0.00203252,0.0001894263,0.001843855,0.0000559949,0.0001386489,0.008998331,0.00003217474,0.00431898],"genre_scores_gemma":[0.9961491,0.0005633592,0.0002837912,0.0003137071,0.00001234545,0.00003209155,0.001446629,0.000007461433,0.001191515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06567693,"threshold_uncertainty_score":0.4765217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304229992785505,"score_gpt":0.2717057972120719,"score_spread":0.2586634972842169,"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."}}