{"id":"W4393930879","doi":"10.32920/25461031.v1","title":"Pre-exposure prophylaxis and bacterial sexually transmitted infections (STIs) among gay and bisexual men","year":2024,"lang":"en","type":"preprint","venue":"","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC; Public Health Agency; Public Health Agency of Canada; Ontario HIV Treatment Network; Canadian Foundation for AIDS Research","keywords":"Pre-exposure prophylaxis; Men who have sex with men; Medicine; Male Homosexuality; Gonococcal infection; Environmental health; Virology; Sexually transmitted disease; Syphilis; Human immunodeficiency virus (HIV)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006029627,0.0003164076,0.000251059,0.0006372923,0.001100364,0.001052294,0.000752604,0.0004748081,0.004691137],"category_scores_gemma":[0.002509921,0.0004723557,0.0007572676,0.001321763,0.0004290262,0.0004364925,0.001087372,0.001075637,0.0003216686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003637324,"about_ca_system_score_gemma":0.006860392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8689635,"about_ca_topic_score_gemma":0.9252486,"domain_scores_codex":[0.999605,0.0000673637,0.00002308688,0.00007334386,0.0000908898,0.000140238],"domain_scores_gemma":[0.9990399,0.0001213752,0.0002558347,0.0001007432,0.0001745598,0.0003074431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002211453,0.00003054755,0.9978668,0.000009633034,0.00003368341,0.00001795608,0.0001633363,0.00006264268,0.00002898899,0.00004499307,0.0002872364,0.001431998],"study_design_scores_gemma":[0.000004156539,0.00002733294,0.9987444,0.00002727599,0.00003391629,0.00003128376,0.0004806563,0.0002346791,0.00002774116,0.00002841116,0.0003564955,0.000003615785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960611,0.0003621673,0.00007302935,0.0003334289,0.0000120912,0.00002587825,0.002007771,0.000006548928,0.001117971],"genre_scores_gemma":[0.9964377,0.0003964036,0.0001355766,0.0001087799,0.00001071739,0.00002210701,0.001362926,0.000003430718,0.001522482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8689635,"threshold_uncertainty_score":0.2636163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02126555905947702,"score_gpt":0.3268847572289658,"score_spread":0.3056191981694888,"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."}}