{"id":"W1554940778","doi":"10.1155/2015/964512","title":"Cost Effectiveness of ‘On Demand’ Hiv Pre‐Exposure Prophylaxis for Non‐Injection Drug‐Using Men Who Have Sex with Men in Canada","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Pre-exposure prophylaxis; Human immunodeficiency virus (HIV); Medicine; Men who have sex with men; Drug; Injection drug use; On demand; Intensive care medicine; Drug injection; Pharmacology; Virology; Business; Syphilis","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":[0.001137101,0.0006686988,0.0007219177,0.0009470012,0.0009227853,0.001398933,0.001253782,0.0007838383,0.004576122],"category_scores_gemma":[0.007462755,0.0002585874,0.001545435,0.001068311,0.0005897749,0.0004837744,0.0009105756,0.0009967939,0.00009530461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0768541,"about_ca_system_score_gemma":0.05282525,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9757997,"about_ca_topic_score_gemma":0.9755098,"domain_scores_codex":[0.9983073,0.0005299431,0.00007496681,0.00008865758,0.0005273558,0.0004717837],"domain_scores_gemma":[0.9968426,0.0007831454,0.000363612,0.00006015431,0.001130639,0.0008197891],"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":[0.02838551,0.003237579,0.3048161,0.007415823,0.005678507,0.001077632,0.0006447048,0.2114217,0.001452819,0.01365109,0.03438052,0.387838],"study_design_scores_gemma":[0.007942847,0.006501358,0.7301468,0.003445144,0.006017478,0.001107664,0.002370148,0.221599,0.001603011,0.00576659,0.01322537,0.0002747114],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9400936,0.02085211,0.0007162314,0.005425848,0.0001308499,0.000653141,0.007393858,0.00005849238,0.02467566],"genre_scores_gemma":[0.9942952,0.002749555,0.0004669113,0.000250587,0.00001561514,0.00004418494,0.001149324,0.000006632354,0.001022009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0768541,"threshold_uncertainty_score":0.5576181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009652170093142075,"score_gpt":0.271654580802811,"score_spread":0.262002410709669,"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."}}