{"id":"W4210382903","doi":"10.1371/journal.pone.0261705","title":"Gay, bisexual, and other men who have sex with men accessing STI clinics: Optimizing HIV PrEP implementation","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; AIDS Vancouver; BC Centre for Disease Control; University of British Columbia; University of Toronto; Simon Fraser University","funders":"","keywords":"Men who have sex with men; Human immunodeficiency virus (HIV); Male Homosexuality; Homosexuality; Pre-exposure prophylaxis; Medicine; Virology; Family medicine; Gender studies; Sociology; Syphilis","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":[0.001590739,0.0003363053,0.00032529,0.00058758,0.00109674,0.001753588,0.0007770531,0.0003749142,0.003448814],"category_scores_gemma":[0.004191329,0.0001551435,0.0002501763,0.0005636058,0.0002948508,0.0008389769,0.001205618,0.0007500759,0.0002519267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001782008,"about_ca_system_score_gemma":0.01254506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06730835,"about_ca_topic_score_gemma":0.1653697,"domain_scores_codex":[0.9990116,0.0004534388,0.00003433028,0.00005004085,0.0001267936,0.000323726],"domain_scores_gemma":[0.9985614,0.000142618,0.0002560044,0.00002815529,0.0002026949,0.0008090198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005198052,0.002178917,0.4018055,0.00198642,0.0001554206,0.0004050708,0.002874712,0.001450576,0.002010466,0.0009112182,0.018603,0.5670989],"study_design_scores_gemma":[0.0002875579,0.002517342,0.9423946,0.00406736,0.0004180696,0.0006792494,0.01741548,0.006039806,0.001424584,0.001306172,0.02339521,0.00005447049],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9478565,0.01624321,0.002153235,0.01823774,0.0001704073,0.0008801845,0.0004875076,0.0001836826,0.01378747],"genre_scores_gemma":[0.9850926,0.006050737,0.00569167,0.001597078,0.00009867791,0.0001986683,0.000241599,0.00001413236,0.001014929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06730835,"threshold_uncertainty_score":0.1338332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1461145702151958,"score_gpt":0.4201219533511266,"score_spread":0.2740073831359308,"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."}}