{"id":"W6888449027","doi":"10.20381/ruor-29274","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":"other","venue":"University of Ottawa - Library","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Men who have sex with men; Risk assessment; Condom; Young adult; Population; Anal intercourse; Reproductive health; Pre-exposure prophylaxis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002196447,0.0004042021,0.001308091,0.0002893964,0.0001179146,0.000129892,0.0004053025,0.0005619577,0.001182647],"category_scores_gemma":[0.00002596613,0.0005683657,0.00004689485,0.0002893213,0.0008034558,0.0005128079,0.000416271,0.0006775282,0.000002149024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001683146,"about_ca_system_score_gemma":0.001615502,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972136,"about_ca_topic_score_gemma":0.9998331,"domain_scores_codex":[0.9975587,0.0003287735,0.0004040341,0.0008736362,0.0004476778,0.000387246],"domain_scores_gemma":[0.9980615,0.0003049141,0.0008084856,0.0004311336,0.00003612252,0.0003578934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003498833,0.0000448678,0.5923685,0.0001057971,0.0006286758,0.0001819319,0.000581883,0.00000126268,7.974695e-7,7.822738e-7,0.4059599,0.00009065965],"study_design_scores_gemma":[0.002991695,0.0001656025,0.8759376,0.000633491,0.0005137909,0.000004784809,0.002007523,0.00005903735,4.906149e-7,0.00001252308,0.1171471,0.000526325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7150668,0.0001179191,0.000001535444,0.00004105483,0.00001180552,0.0008023116,0.006874225,0.0002373964,0.2768469],"genre_scores_gemma":[0.074636,0.0005762636,0.001399021,0.00005924279,0.00006657521,0.000001302536,0.000448937,0.001341182,0.9214715],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6446245,"threshold_uncertainty_score":0.9997304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079453018573327,"score_gpt":0.1985300128381091,"score_spread":0.1877354826523758,"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."}}