{"id":"W4213436574","doi":"10.1016/b978-0-12-818731-9.00209-3","title":"Sexually Transmitted Diseases","year":2022,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Gonorrhea; Chlamydia; Syphilis; Medicine; Public health; Reproductive health; Sexually transmitted disease; Men who have sex with men; Immunology; Chancroid; Epidemiology; Human immunodeficiency virus (HIV); Herpes simplex virus; Virology; Environmental health; Virus; Population; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002551109,0.0004501833,0.0005873297,0.0003778231,0.0004570974,0.00002536983,0.0004651497,0.0004034593,0.03232928],"category_scores_gemma":[0.00006135392,0.0004383556,0.0003518918,0.00002718746,0.0004970404,0.00005518365,0.0002056523,0.0016616,0.002922161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001867387,"about_ca_system_score_gemma":0.0003506692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002765634,"about_ca_topic_score_gemma":0.000009181666,"domain_scores_codex":[0.9979489,0.0001856092,0.0004287008,0.0008391057,0.0001380765,0.0004595391],"domain_scores_gemma":[0.9984303,0.0002168773,0.0001624464,0.0009982472,0.0001407688,0.00005139702],"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":[0.0001090898,0.00006938989,0.00003037619,0.00006418094,0.0008142926,0.00005318557,0.0001528937,9.735583e-7,0.002868119,0.0108657,0.001617073,0.9833547],"study_design_scores_gemma":[0.0004543589,0.0002413686,0.0002147741,0.00003734291,0.0001936986,0.0001361086,0.00001160997,5.481815e-8,0.0003641387,0.004177664,0.9937358,0.0004331193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003134921,0.009125991,0.000001997705,0.000142547,0.001185353,0.0008886508,0.0004129703,0.0002322311,0.9876968],"genre_scores_gemma":[0.002941546,0.0002336853,0.00001176,0.0001250943,0.0001575071,0.0002047328,0.0005507562,0.00012794,0.995647],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9921187,"threshold_uncertainty_score":0.9998068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837265621569179,"score_gpt":0.2684955758305333,"score_spread":0.2501229196148415,"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."}}