{"id":"W4380483619","doi":"10.1186/s12889-023-16065-0","title":"Disjuncture between self-perceived and clinically assessed risk of HIV among gay, bisexual, and other men who have sex with men in Ontario and British Columbia, Canada","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; University of Ottawa; St. Michael's Hospital; AIDS Vancouver; University of Victoria","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Medicine; Biostatistics; Demography; Men who have sex with men; Public health; Condom; Risk perception; Serostatus; Young adult; Epidemiology; Gerontology; Family medicine; Human immunodeficiency virus (HIV); Clinical psychology; Psychology; Syphilis; Viral load; Perception","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":[0.001375933,0.0001996446,0.0003047917,0.001355333,0.00346996,0.001778006,0.001024919,0.0003116133,0.001862384],"category_scores_gemma":[0.004404583,0.0002523154,0.0002992846,0.002301522,0.001668847,0.0004392329,0.00124131,0.0005794684,0.0001036867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02351764,"about_ca_system_score_gemma":0.03401855,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9920576,"about_ca_topic_score_gemma":0.9966517,"domain_scores_codex":[0.9982638,0.0002743575,0.0001206053,0.0001668003,0.000748086,0.0004265011],"domain_scores_gemma":[0.996182,0.000466349,0.0008340363,0.00007574795,0.001465715,0.0009762112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004203511,0.00002538812,0.9756752,0.00006985873,0.00002168314,0.00009676511,0.01689641,0.00003542758,0.0001553809,0.0001057755,0.0006265337,0.006249533],"study_design_scores_gemma":[0.000002668147,0.00001340938,0.9782102,0.00007639828,0.000009637429,0.00004201278,0.02081975,0.00008008946,0.00004119732,0.00002173117,0.0006736408,0.000009241209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960226,0.0005199499,0.00004689288,0.0005285768,0.00000788076,0.00003375719,0.0005533503,0.000003746805,0.002283219],"genre_scores_gemma":[0.999016,0.000242564,0.00006146418,0.00008901783,0.000002469772,0.00001184742,0.0001921134,0.000001919994,0.0003824746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02351764,"threshold_uncertainty_score":0.1706332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0536762044388806,"score_gpt":0.3498817387439976,"score_spread":0.296205534305117,"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."}}