{"id":"W2131703232","doi":"10.1136/bmjopen-2014-005065","title":"HIV status and sexual behaviour among gay men in Ottawa: considerations for public health","year":2014,"lang":"en","type":"article","venue":"BMJ Open","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Public health; Human immunodeficiency virus (HIV); Male Homosexuality; Sexual behavior; Epidemiology; Reproductive health; Gerontology; Homosexuality; Family medicine; Men who have sex with men; Environmental health; Gender studies; Clinical psychology; Population; Syphilis; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008558334,0.0002166308,0.000289718,0.0008258853,0.004833986,0.001755618,0.0008725326,0.0006163392,0.003633857],"category_scores_gemma":[0.002525056,0.0002900162,0.0003200409,0.00130042,0.001382277,0.0007561179,0.001209799,0.0009097028,0.0001895361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.018153,"about_ca_system_score_gemma":0.03448962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9731615,"about_ca_topic_score_gemma":0.9903378,"domain_scores_codex":[0.9991881,0.0002363289,0.00004936165,0.00004088897,0.0001707015,0.0003146179],"domain_scores_gemma":[0.9982538,0.0002659867,0.0002679254,0.00003342124,0.0003680818,0.0008108221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001065363,0.0001018341,0.9704883,0.0003450448,0.00003611126,0.0004220427,0.008645008,0.0001072462,0.0001961375,0.0002704326,0.002369208,0.01691208],"study_design_scores_gemma":[0.000008497065,0.00006326294,0.9683501,0.0003731193,0.00004250003,0.0001707798,0.02775775,0.0001134621,0.00007004672,0.0001142112,0.002908285,0.00002793903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97459,0.007169469,0.00008365831,0.01078368,0.00004966565,0.0001131496,0.001084862,0.00001071022,0.00611484],"genre_scores_gemma":[0.9951981,0.002810492,0.0001919698,0.0005835661,0.00001660466,0.00003224199,0.0001646419,0.000002364301,0.001000091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02683854,"threshold_uncertainty_score":0.1317098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1786362026986862,"score_gpt":0.4718956198078482,"score_spread":0.293259417109162,"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."}}