{"id":"W1974890139","doi":"10.1136/sti.79.1.45","title":"Estimating the costs and benefits of screening monogamous, heterosexual couples for unrecognised infection with herpes simplex virus type 2","year":2003,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Herpes simplex virus; Virology; Herpes Genitalis; Genital herpes; Sexually transmitted disease; Virus; Human immunodeficiency virus (HIV); Syphilis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001909474,0.001078085,0.000760829,0.001072108,0.0003422916,0.00149526,0.001342142,0.001811313,0.00403],"category_scores_gemma":[0.0130298,0.0009581311,0.001439331,0.001126522,0.0005286086,0.001661711,0.0008517384,0.001125986,0.000259593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004423006,"about_ca_system_score_gemma":0.003623028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03160526,"about_ca_topic_score_gemma":0.01459868,"domain_scores_codex":[0.9991422,0.0005797673,0.00003369637,0.0000733597,0.00006434503,0.000106599],"domain_scores_gemma":[0.9938189,0.005161076,0.000467551,0.0001131207,0.0002142127,0.0002252249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005075457,0.0001670976,0.01106568,0.0001471739,0.0002463387,0.000107986,0.00001823852,0.9760504,0.0001845479,0.001770514,0.0003580076,0.009376366],"study_design_scores_gemma":[0.0002127151,0.000522649,0.006194656,0.00008711821,0.0003496269,0.0001528182,0.0001071009,0.9883564,0.0003000259,0.003183724,0.0005028505,0.00003020131],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554148,0.002128635,0.03173492,0.001740816,0.00007531408,0.000441322,0.002098647,0.00009971968,0.006265858],"genre_scores_gemma":[0.9897459,0.0007830268,0.007952831,0.00009952165,0.00001295889,0.000152824,0.0004575881,0.0000103145,0.0007849416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03160526,"threshold_uncertainty_score":0.06284261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03073541908402323,"score_gpt":0.2927159428108095,"score_spread":0.2619805237267863,"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."}}