{"id":"W4392208904","doi":"10.1097/olq.0000000000001915","title":"Human Immunodeficiency Virus Treatment Attitudes and Bacterial Sexually Transmitted Infections Among Gay and Bisexual Men","year":2023,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre; Ontario HIV Treatment Network; McGill University Health Centre; Canadian Institutes of Health Research; Public Health Ontario; University of Guelph; St. Michael's Hospital; Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); Sexually transmitted disease; Homosexuality; Male Homosexuality; Virology; Men who have sex with men; Syphilis; Gender studies","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000185399,0.000457168,0.0005901363,0.0006380214,0.0006898141,0.000200636,0.0001452982,0.0001577349,0.0007786726],"category_scores_gemma":[0.00009655554,0.0003869061,0.0002124473,0.0007579056,0.0006160809,0.0003703443,0.00004811215,0.0002454242,0.00005694801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009097365,"about_ca_system_score_gemma":0.0002503586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001389123,"about_ca_topic_score_gemma":0.0009834063,"domain_scores_codex":[0.9972218,0.000209938,0.0005747653,0.000740932,0.0004932983,0.000759245],"domain_scores_gemma":[0.9984546,0.0001828454,0.00007063145,0.0004301491,0.0001353253,0.0007264455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001944469,0.0119463,0.4193061,0.002087946,0.003475695,0.0007492315,0.007733009,0.00002141845,0.4140098,0.0009055876,0.01114285,0.1266775],"study_design_scores_gemma":[0.006428738,0.00979547,0.9770479,0.0002248933,0.0006940939,0.00004403252,0.001212153,0.0004715066,0.0008191761,0.0001582676,0.002602917,0.0005008084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937435,0.001410444,0.0001542261,0.0004128764,0.00007742011,0.001121956,0.0008939947,0.0005885125,0.001597024],"genre_scores_gemma":[0.9891736,0.0008453399,0.00003664913,0.00004446835,0.0001687368,0.0003052224,0.0009711279,0.00007495926,0.00837991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5577418,"threshold_uncertainty_score":0.9998583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0284930628733188,"score_gpt":0.3382492942530073,"score_spread":0.3097562313796884,"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."}}