{"id":"W6980790200","doi":"","title":"Cost-utility Analysis of Universal Pre-exposure Prophylaxis Coverage for Men who have Sex with Men at a High Risk of Human Immunodeficiency Virus Infection in Ontario, Canada","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ontario Ministry of Health and Long-Term Care; Ontario HIV Treatment Network; Public Health Agency; Public Health Agency of Canada","keywords":"Men who have sex with men; Human immunodeficiency virus (HIV); Pre-exposure prophylaxis; Public health; Cohort; Christian ministry; Cohort study","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002585636,0.000815023,0.0009865754,0.001121366,0.000643336,0.001322007,0.00145212,0.0006037117,0.005001516],"category_scores_gemma":[0.009382227,0.0005480812,0.001524529,0.001371811,0.0006339291,0.0004824186,0.0007719712,0.0009209202,0.0001597728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05001614,"about_ca_system_score_gemma":0.02681906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9325447,"about_ca_topic_score_gemma":0.903713,"domain_scores_codex":[0.9989343,0.000442386,0.00004321577,0.00008485819,0.0001585589,0.0003366195],"domain_scores_gemma":[0.9953301,0.002931742,0.0003714726,0.0001212599,0.0007611228,0.0004842958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005377727,0.0006830681,0.1041331,0.0008224827,0.001269455,0.0004544499,0.0002166774,0.8467332,0.0005597276,0.007459324,0.00718871,0.02510227],"study_design_scores_gemma":[0.001107278,0.001202005,0.09994759,0.000300221,0.001200284,0.0001682525,0.0006866385,0.8904231,0.0003047107,0.00167846,0.002896849,0.00008468089],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727045,0.002762956,0.002623374,0.001528467,0.00004155968,0.0007846336,0.01046845,0.00005626951,0.00902985],"genre_scores_gemma":[0.9950186,0.0005757926,0.001124286,0.0000641411,0.000008427856,0.00009086448,0.001677208,0.000007893995,0.001432794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06745529,"threshold_uncertainty_score":0.3628942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373163800256727,"score_gpt":0.3163412327370789,"score_spread":0.3026095947345116,"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."}}