{"id":"W4401442970","doi":"10.46747/cfp.700708449","title":"Approach to sexually transmitted infection testing for men who have sex with men","year":2024,"lang":"en","type":"review","venue":"Canadian Family Physician","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Registered Nurses' Association of Ontario; University of Ottawa","funders":"","keywords":"Men who have sex with men; Medicine; Computer science; Data science; Family medicine; Human immunodeficiency virus (HIV); Syphilis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001896381,0.001201743,0.001275444,0.004544032,0.0006739431,0.001349627,0.001813845,0.002112662,0.01380897],"category_scores_gemma":[0.004651179,0.0004247891,0.000906014,0.002763563,0.000771738,0.00154694,0.001105903,0.003531427,0.007783231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002767233,"about_ca_system_score_gemma":0.00861501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05715067,"about_ca_topic_score_gemma":0.08467047,"domain_scores_codex":[0.9982791,0.0003819218,0.0002471853,0.0001227719,0.0008721899,0.00009688938],"domain_scores_gemma":[0.9974274,0.000559644,0.0002903702,0.00005099396,0.001482421,0.0001891508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002356782,0.00005018915,0.0003475417,0.01358509,0.00004870836,0.0001094125,0.000138428,0.00008813209,0.0002251622,0.001388732,0.3069288,0.6770663],"study_design_scores_gemma":[0.00001627032,0.00002567734,0.001363085,0.0180929,0.00004748904,0.0006880527,0.00009306987,0.00002990786,0.00006636931,0.0004679617,0.9790966,0.00001257256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008783797,0.9742178,0.000555245,0.01095002,0.002244551,0.0001617856,0.0002408911,0.0000780658,0.01146365],"genre_scores_gemma":[0.0007766174,0.9860067,0.001817976,0.005542652,0.0008040079,0.00008856258,0.000266902,0.00001045482,0.004686205],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05715067,"threshold_uncertainty_score":0.113636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05924031361898115,"score_gpt":0.3150147713241702,"score_spread":0.255774457705189,"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."}}