{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007059474,0.000295303,0.0006326119,0.0002459096,0.0001884662,0.00004835868,0.0003179787,0.00005223917,0.0001519687],"category_scores_gemma":[0.001406411,0.0002454301,0.00004592754,0.0006583572,0.0001853025,0.0001490095,0.0002185542,0.0004474014,0.000001207832],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145617,"about_ca_system_score_gemma":0.01797482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9981524,"about_ca_topic_score_gemma":0.9997131,"domain_scores_codex":[0.99681,0.0002855557,0.0006847559,0.0005056105,0.0009783396,0.000735718],"domain_scores_gemma":[0.9961262,0.0003941683,0.0001740969,0.001643164,0.0002187226,0.001443622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004790505,0.0001542487,0.7236055,0.0002085558,0.0001401474,0.03128136,0.00005364856,0.0001121468,0.00001517403,0.000008763328,0.2434649,0.0004766026],"study_design_scores_gemma":[0.003460301,0.0003109951,0.9359099,0.001378062,0.0001207989,0.0003757746,0.002095484,0.01717522,0.0001053019,0.0000133038,0.0387041,0.0003507746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9341257,0.0008626144,0.000005118106,0.002389912,0.000004794747,0.001282037,0.0002762586,0.00005472365,0.06099881],"genre_scores_gemma":[0.9623424,0.0001692943,0.00006517303,0.0002325815,0.00001654469,0.0005008677,0.001042886,0.00005591475,0.03557438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2123044,"threshold_uncertainty_score":0.9999998,"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."}}