{"id":"W4396814840","doi":"10.1097/qai.0000000000003443","title":"Pre-exposure Prophylaxis Awareness and Use Among Transgender and Nonbinary Individuals in Canada","year":2024,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research; ViiV Healthcare","keywords":"Transgender; Pre-exposure prophylaxis; Population; Medicine; Poisson regression; Demography; Human immunodeficiency virus (HIV); Psychology; Family medicine; Environmental health; Men who have sex with men","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":[0.0004589142,0.0001764047,0.0002128833,0.000961092,0.002019079,0.0007831529,0.0006934584,0.0002474048,0.001854898],"category_scores_gemma":[0.001501293,0.0001857355,0.0003270208,0.002083343,0.0004381897,0.00027414,0.0006943673,0.0005504332,0.0001341672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0107648,"about_ca_system_score_gemma":0.02455323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9902251,"about_ca_topic_score_gemma":0.9940534,"domain_scores_codex":[0.9995046,0.00004040998,0.00002940382,0.00005554926,0.0001703735,0.0001996678],"domain_scores_gemma":[0.9987897,0.00007326601,0.0002723336,0.00002898704,0.0004453823,0.0003903252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002933164,0.00002984783,0.9918007,0.00005168888,0.0000158452,0.00006333851,0.00112353,0.00004175308,0.00009269996,0.00005912831,0.0005349447,0.006157043],"study_design_scores_gemma":[0.00000290999,0.00001870111,0.996247,0.00005933099,0.00001435401,0.00006804128,0.002791794,0.0001458686,0.00005298904,0.00002041463,0.000572524,0.000006026299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950225,0.0009364336,0.0001010369,0.0004119192,0.00001081009,0.00005768641,0.001809025,0.000006536949,0.001644028],"genre_scores_gemma":[0.9977825,0.000826423,0.0001670477,0.0001098369,0.000003418045,0.00001619677,0.0005550779,0.000002018848,0.0005373369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0107648,"threshold_uncertainty_score":0.07810438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159204137923681,"score_gpt":0.2917049822488824,"score_spread":0.2701129408696455,"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."}}