{"id":"W4393930883","doi":"10.32920/25461097.v1","title":"Mycoplasma genitalium infection among gay, bisexual and other men who have sex with men in Montréal, Canada","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; University of British Columbia; Public Health Agency of Canada; Centre Hospitalier de l’Université de Montréal; Toronto Metropolitan University; University of Toronto; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; McGill University Health Centre; AIDS Vancouver; Hôpital Maisonneuve-Rosemont; Université de Montréal","funders":"Canadian Institutes of Health Research; Ministère de la Santé et des Services sociaux; Ministère de la Santé; Ontario HIV Treatment Network; Public Health Agency; Public Health Agency of Canada","keywords":"Mycoplasma genitalium; Men who have sex with men; Gender studies; Male Homosexuality; Demography; Medicine; Sociology; Virology; Human immunodeficiency virus (HIV); Syphilis","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":[0.0004561028,0.0004413196,0.0004006074,0.001472639,0.003821535,0.001235417,0.00141446,0.0004812736,0.003648607],"category_scores_gemma":[0.001409631,0.0005127836,0.0005322714,0.003341765,0.0007725349,0.0004451775,0.001019494,0.0006925615,0.0002800956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01917846,"about_ca_system_score_gemma":0.02189834,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9950789,"about_ca_topic_score_gemma":0.9972622,"domain_scores_codex":[0.9992344,0.00005674309,0.00003394481,0.000136388,0.0002749993,0.0002634018],"domain_scores_gemma":[0.9987441,0.00005556493,0.0002415574,0.0000301601,0.000470571,0.0004579845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004528165,0.00003777244,0.9903223,0.00007906537,0.00005466961,0.0002131091,0.001502518,0.00005912366,0.0002241755,0.00008014521,0.002620559,0.004761266],"study_design_scores_gemma":[0.000007126855,0.00003233963,0.9966176,0.0000590107,0.00002116117,0.0001093853,0.001817461,0.0000918982,0.00003369602,0.00001304662,0.00118532,0.00001193614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819355,0.003101278,0.0001301737,0.0008169706,0.00004832746,0.0001990473,0.009490067,0.00002377943,0.004254919],"genre_scores_gemma":[0.9947984,0.001423529,0.0002134237,0.0003195948,0.000019589,0.00003862156,0.001521043,0.000006683292,0.001659096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01917846,"threshold_uncertainty_score":0.1391501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069041680160738,"score_gpt":0.2818528535455477,"score_spread":0.2611624367439404,"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."}}