{"id":"W4366351996","doi":"10.1097/olq.0000000000001819","title":"Geosexual Archetype, Preventive Behaviors, and Sexually Transmitted Infections Among High-Risk Men Who Have Sex With Men","year":2023,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of Victoria; Simon Fraser University; BC Centre for Disease Control; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Archetype; Men who have sex with men; Demography; Condom; Gonorrhea; Gynecology; Transmission (telecommunications); Female sex; Human immunodeficiency virus (HIV); Syphilis; Family medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009021062,0.0008769921,0.001070211,0.0006020706,0.002530613,0.00005725113,0.0003989438,0.0004850648,0.0003252805],"category_scores_gemma":[0.0001758758,0.000703638,0.0001194811,0.001328411,0.0008619918,0.000579895,0.000143752,0.001756746,0.0001429866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001826713,"about_ca_system_score_gemma":0.001007243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004846838,"about_ca_topic_score_gemma":0.002239239,"domain_scores_codex":[0.9922904,0.001956448,0.001159603,0.001839369,0.0009631523,0.001790992],"domain_scores_gemma":[0.9960415,0.0009764527,0.0004787022,0.0009371224,0.0004294126,0.0011368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008232421,0.001693694,0.9543772,0.001172241,0.0006203764,0.0001010362,0.01959663,0.0001398313,0.000216148,0.0003136558,0.01115305,0.009792895],"study_design_scores_gemma":[0.004386562,0.001438065,0.9598637,0.0003129371,0.0008023888,0.000007348249,0.02881312,0.0007247197,0.00004305159,0.0009501486,0.001739114,0.0009188284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859111,0.0003947554,0.002140805,0.001206057,0.0002208019,0.004283316,0.001787444,0.001392093,0.002663579],"genre_scores_gemma":[0.9559614,0.000568474,0.000116472,0.0003642459,0.0006828449,0.00098903,0.00121601,0.0002380101,0.03986352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03719994,"threshold_uncertainty_score":0.9995415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02420770186407443,"score_gpt":0.3400063926207814,"score_spread":0.315798690756707,"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."}}