{"id":"W4307639208","doi":"10.1186/s12981-022-00473-0","title":"PrEP-related stigma and PrEP use among gay, bisexual and other men who have sex with men in Ontario and British Columbia, Canada","year":2022,"lang":"en","type":"article","venue":"AIDS Research and Therapy","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa; AIDS Vancouver; University of Victoria; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Medicine; Stigma (botany); Men who have sex with men; Pre-exposure prophylaxis; Outreach; Logistic regression; Discontinuation; Demography; Family medicine; Psychiatry; Human immunodeficiency virus (HIV); Syphilis","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009464976,0.0001197706,0.0002993757,0.0001748403,0.0004992806,0.0003973659,0.00009225171,0.00005714505,0.00158727],"category_scores_gemma":[0.00008942717,0.0001298459,0.00001505645,0.0002773695,0.0005410108,0.0002055148,0.0002005705,0.0008039377,2.817677e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002078953,"about_ca_system_score_gemma":0.0007397287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9964005,"about_ca_topic_score_gemma":0.9981061,"domain_scores_codex":[0.9976231,0.0003766979,0.0002272207,0.0004845513,0.0007258399,0.0005625932],"domain_scores_gemma":[0.9989353,0.0001906922,0.0000324001,0.0002286697,0.0001352123,0.0004777069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004745524,0.0001597994,0.9190118,0.00003260805,0.0002120618,0.0002805035,0.001208938,4.652227e-7,0.0001690002,0.00001060964,0.03689042,0.04154919],"study_design_scores_gemma":[0.005874315,0.01111012,0.9427488,0.0001438548,0.00000986515,0.0002361491,0.002847058,0.0008635542,0.00004146018,0.0002430012,0.03569884,0.0001830117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861771,0.00229004,0.000001672704,0.0002571703,0.000003311701,0.001085514,0.00009747429,0.00001212368,0.01007552],"genre_scores_gemma":[0.7744846,0.001358057,0.0000249516,0.0000596747,0.00001193778,0.0001736143,0.00002625165,0.00002692743,0.223834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2137585,"threshold_uncertainty_score":0.9993254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04783401743182587,"score_gpt":0.3289697154562793,"score_spread":0.2811356980244534,"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."}}