{"id":"W3213571349","doi":"10.33137/utjph.v2i2.36834","title":"Challenging the HIV Epidemic in Ontario Through PrEP and HIV Testing","year":2021,"lang":"en","type":"article","venue":"University of Toronto Journal of Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario HIV Treatment Network; Public Health Ontario; University of Toronto","funders":"","keywords":"Pre-exposure prophylaxis; Human immunodeficiency virus (HIV); Medicine; Pharmacy; Family medicine; Medical education; Nursing; Men who have sex with men","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00465278,0.0002917131,0.0003378147,0.001801604,0.01163652,0.004406497,0.001530248,0.001082371,0.004140793],"category_scores_gemma":[0.01051522,0.0003358092,0.0003923266,0.005416707,0.004874894,0.002379683,0.002246685,0.001386827,0.0002940634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07758334,"about_ca_system_score_gemma":0.2412181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9684669,"about_ca_topic_score_gemma":0.9867584,"domain_scores_codex":[0.9958853,0.001143973,0.0002811597,0.0002333538,0.001738689,0.0007176051],"domain_scores_gemma":[0.9898914,0.004140443,0.0008432382,0.000295998,0.003352378,0.001476571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001957951,0.00009650688,0.03705089,0.009112466,0.00008360948,0.00664237,0.3131518,0.0008723478,0.002556256,0.04161084,0.1478856,0.4407416],"study_design_scores_gemma":[0.00003322963,0.00008876551,0.04590699,0.004078666,0.00008243902,0.0003457789,0.1320988,0.0002164989,0.0006120254,0.005242083,0.8112271,0.00006756886],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2368346,0.09136204,0.006395375,0.2582965,0.002551928,0.001667104,0.00565424,0.00029814,0.3969401],"genre_scores_gemma":[0.7475253,0.143313,0.02099207,0.02277001,0.0007981072,0.0009353404,0.00272536,0.0001799689,0.06076094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07758334,"threshold_uncertainty_score":0.5629092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1126425500482578,"score_gpt":0.3313379472664917,"score_spread":0.2186953972182339,"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."}}