{"id":"W2795709316","doi":"10.1186/s12889-018-5180-8","title":"High HIV risk and syndemic burden regardless of referral source among MSM screening for a PrEP demonstration project in Toronto, Canada","year":2018,"lang":"en","type":"article","venue":"BMC Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Committee of Toronto; Hassle Free Clinic; BC Centre for Disease Control; University of British Columbia; Public Health Ontario; Toronto Metropolitan University; University of Toronto; St. Michael's Hospital; Ontario HIV Treatment Network","funders":"Canadian Institutes of Health Research; Ontario HIV Treatment Network","keywords":"Medicine; Syndemic; Men who have sex with men; Biostatistics; Referral; Pre-exposure prophylaxis; Public health; Family medicine; Environmental health; Human immunodeficiency virus (HIV); Syphilis; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009652146,0.0003542995,0.0003867458,0.0006508311,0.003780972,0.0009057037,0.0009429529,0.000405379,0.002349705],"category_scores_gemma":[0.00190159,0.0004368336,0.0003485008,0.001521735,0.001020395,0.00032336,0.001196096,0.0007281201,0.0001870809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02558499,"about_ca_system_score_gemma":0.04816293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9808505,"about_ca_topic_score_gemma":0.9934152,"domain_scores_codex":[0.9987152,0.0001912301,0.00005344319,0.0001658375,0.0003061987,0.0005681643],"domain_scores_gemma":[0.9977577,0.0001287279,0.0003006001,0.00006088964,0.0005512582,0.001200774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005692119,0.0003528406,0.9717075,0.0001432848,0.00006928034,0.0005958822,0.00613456,0.0001606214,0.001143452,0.0002707347,0.003023492,0.01582923],"study_design_scores_gemma":[0.00004859693,0.0002979036,0.9906828,0.00008004954,0.00003488372,0.0001783992,0.007089559,0.0003656326,0.0001695027,0.00003520577,0.0009967877,0.00002069666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997146,0.0002512056,0.000098685,0.0003355573,0.000007798757,0.0001689592,0.0008030061,0.00001149898,0.001177255],"genre_scores_gemma":[0.997993,0.0001855133,0.0002344296,0.000160137,0.000005348341,0.00007111529,0.0004163851,0.000003447943,0.0009307089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02558499,"threshold_uncertainty_score":0.1856329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06192694319427491,"score_gpt":0.3686029569205517,"score_spread":0.3066760137262768,"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."}}